Literature DB >> 35426523

Recent advances in the microbial production of squalene.

Kalaivani Paramasivan1,2,3, Sarma Mutturi4,5.   

Abstract

Squalene is a triterpene hydrocarbon, a biochemical precursor for all steroids in plants and animals. It is a principal component of human surface lipids, in particular of sebum. Squalene has several applications in the food, pharmaceutical, and medical sectors. It is essentially used as a dietary supplement, vaccine adjuvant, moisturizer, cardio-protective agent, anti-tumor agent and natural antioxidant. With the increased demand for squalene along with regulations on shark-derived squalene, there is a need to find alternatives for squalene production which are low-cost as well as sustainable. Microbial platforms are being considered as a potential option to meet such challenges. Considerable progress has been made using both wild-type and engineered microbial strains for improved productivity and yields of squalene. Native strains for squalene production are usually limited by low growth rates and lesser titers. Metabolic engineering, which is a rational strain engineering tool, has enabled the development of microbial strains such as Saccharomyces cerevisiae and Yarrowia lipolytica, to overproduce the squalene in high titers. This review focuses on key strain engineering strategies involving both in-silico and in-vitro techniques. Emphasis is made on gene manipulations for improved precursor pool, enzyme modifications, cofactor regeneration, up-regulation of limiting reactions, and downregulation of competing reactions during squalene production. Process strategies and challenges related to both upstream and downstream during mass cultivation are detailed.
© 2022. The Author(s), under exclusive licence to Springer Nature B.V.

Entities:  

Keywords:  S. cerevisiae; Squalene; Strain engineering; Terpene

Mesh:

Substances:

Year:  2022        PMID: 35426523      PMCID: PMC9010451          DOI: 10.1007/s11274-022-03273-w

Source DB:  PubMed          Journal:  World J Microbiol Biotechnol        ISSN: 0959-3993            Impact factor:   4.253


Introduction

Squalene is a naturally occurring linear triterpene hydrocarbon (C30H50) comprising six double bonds (Fig. 1). Squalene was named after the shark family "Squalidae" (Tsujimoto 1916). The molecular weight of squalene is 410.7 g/mol, it has a melting point of − 75 °C, a boiling point of 285 °C, and a refractive index of 1.49 (Popa et al. 2015). Squalene has several applications in the food, chemical, and healthcare sectors. It is used as a dietary supplement (Naziri et al. 2011a), moisturizer, cardio-protective agent, anti-tumor agent, a natural antioxidant in addition to its antifungal (Smith 2000), antibacterial, and antivirulence activities (Bavisetty et al. 2015). It has been used as a vaccine adjuvant in seasonal influenza and COVID-19 vaccines (Tateno et al. 2020). Squalene intake in the Mediterranean region and the United States is in the 200–400 mg/day and 30 mg/day ranges, respectively (Newmark 1999). Squalane, a stable hydrogenated derivative of natural squalene is favored in the cosmetic industries as it penetrates human skin and imparts smoothness without greasy feels (Kim and Karadeniz 2012). With the increased demand for squalene along with regulations on shark-derived squalene, there is a need to find alternatives for squalene production which are low-cost as well as sustainable (Paramasivan 2019). In contrast to plant sterols such as sitosterol and stigmasterol, and animal sterols such as cholesterol, ergosterol acts as a predominant sterol in the cell wall of the fungus. Squalene is a ergosterol pathway intermediate in S. cerevisiae. It is produced in yeast through the mevalonate (MVA) biosynthesis process and in bacteria through the methylerythritol 4-phosphate (MEP) biosynthesis process (Fig. 1). However, squalene, as an intermediary chemical, is produced at lower quantities in wild-type strains than other macromolecules and is usually below the detection level.
Fig. 1

Squalene biosynthesis pathway in yeast (the MVA pathway) and bacteria (the MEP pathway). CDP-ME, 4-diphosphocytidyl-2-C-methylerythritol; CDP-MEP, CDP-2-C-methyl-D-erythritol 2-phosphate; DMAPP, dimethylallyl pyrophosphate; DXP, 1-Deoxy-D-xylulose 5-phosphate; dxr-1-deoxy-D-xylulose-5-phosphate reductoisomerase; dxs, 1-deoxyxylulose-5-phosphate synthase; ERG8, Phosphomevalonate kinase; ERG10, Acetyl-CoA Cacetyltransferase; ERG13, Hydroxy methyl glutaryl-CoA synthase; ERG12, Mevalonate kinase; ERG19, Mevalonate pyrophosphate decarboxylase; ERG9, Squalene synthase; ERG20, farnesyl pyrophosphate synthase; FPP, Farnesyl Pyrophosphate; GPP, Geranyl Pyrophosphate; HMB-PP, 4-Hydroxy-3-methyl-but-2-enyl pyrophosphate; IDI1, isopentenyl pyrophosphate: dimethylallyl pyrophosphate isomerase; IPP, Isopentenyl Pyrophosphate; ispD-2-C-methyl-D-erythritol-4-phosphate cytidylyl transferase; ispE, 4-diphophocy-tidyl-2-C-methyl-D-erythritol kinase; ispF, 2-C-methyl-D-erythritol 2,4-cyclodiphosphate synthase; ispG, HMB-PP synthase; ispH, HMB-PP reductase; HMGR, Hydroxy methyl glutaryl CoA reductase; MEP, 2-C-methylerythritol 4-phosphate; MEcPP, 2-C-methyl-D-erythritol-2,4-cyclodiphosphate

Squalene biosynthesis pathway in yeast (the MVA pathway) and bacteria (the MEP pathway). CDP-ME, 4-diphosphocytidyl-2-C-methylerythritol; CDP-MEP, CDP-2-C-methyl-D-erythritol 2-phosphate; DMAPP, dimethylallyl pyrophosphate; DXP, 1-Deoxy-D-xylulose 5-phosphate; dxr-1-deoxy-D-xylulose-5-phosphate reductoisomerase; dxs, 1-deoxyxylulose-5-phosphate synthase; ERG8, Phosphomevalonate kinase; ERG10, Acetyl-CoA Cacetyltransferase; ERG13, Hydroxy methyl glutaryl-CoA synthase; ERG12, Mevalonate kinase; ERG19, Mevalonate pyrophosphate decarboxylase; ERG9, Squalene synthase; ERG20, farnesyl pyrophosphate synthase; FPP, Farnesyl Pyrophosphate; GPP, Geranyl Pyrophosphate; HMB-PP, 4-Hydroxy-3-methyl-but-2-enyl pyrophosphate; IDI1, isopentenyl pyrophosphate: dimethylallyl pyrophosphate isomerase; IPP, Isopentenyl Pyrophosphate; ispD-2-C-methyl-D-erythritol-4-phosphate cytidylyl transferase; ispE, 4-diphophocy-tidyl-2-C-methyl-D-erythritol kinase; ispF, 2-C-methyl-D-erythritol 2,4-cyclodiphosphate synthase; ispG, HMB-PP synthase; ispH, HMB-PP reductase; HMGR, Hydroxy methyl glutaryl CoA reductase; MEP, 2-C-methylerythritol 4-phosphate; MEcPP, 2-C-methyl-D-erythritol-2,4-cyclodiphosphate Squalene is a biomolecule of economic importance, and efforts are undertaken in recent years to synthesize it utilizing S. cerevisiae as a cell factory (Table 1) (Mantzouridou and Tsimidou 2010; Naziri et al. 2011b; Rasool et al. 2016a; Han et al. 2018; Wei et al. 2018; Paramasivan et al. 2019). In the last decade, only a few patents on the generation of squalene in modified yeast have been granted (Walker et al. 2009; Choi et al. 2012). Amyris, Inc., a biotech firm, has commercially synthesized squalene using a modified yeast strain (Fisher et al. 2013). Biotechnological synthesis of squalene has also been pursued in recent years in various other species such as Escherichia coli, Synechocystis sp, Yarrowia lipolytica, and Kluyveromyces lactis other than S. cerevisiae (Table 2) (Bergquist et al. 2014; Drozdíková et al. 2015; Huang et al. 2018). Squalene synthesis in microbes, plants, and mammals and their applications has been recently reviewed (Gohil et al. 2019). In the current review, metabolic engineering and process strategies for squalene enhancement in different microbes have been comprehensively discussed with emphasis on squalene synthesis in yeast. The discussed engineering strategies could also be effectively applied for the synthesis of different terpenes in yeast as well as in other microbes.
Table 1

Strategies for production of squalene in Saccharomyces cerevisiae

Sl. NoYield/TiterMetabolic engineering and process strategyBioreactor type, volume and operation modeFold increaseReferences
15 mg/g DCWKO: ERG1NRNRKamimura et al. (1994)
220 mg/lOE: tHMG1NRNI—~ tenfoldDonald et al. (1997)
31% (w/w)OE: tHMG1

Flask cultivation

250-mL

Batch mode

NI—~ 40-foldPolakowski et al. (1998)
441.16 µg/g DCWPS: Anaerobic fermentative condition

Flask cultivation

250-mL

Batch mode

NRBhattacharjee et al. (2001)
53129 ± 109.5 μg/lPS: Semianaerobic condition

Flask cultivation

500-mL

Batch mode

PS—twofoldMantzouridou et al. (2009)
6191.9 mg/lOE: HMG1

10-L

Jar fermentor

Fed-batch mode

NRTokuhiro et al. (2009)
75.2 mg/g DCW

SSM: Hmg2p (K6R)

KO: ERG6

Flask cultivation

500-mL

Batch mode

NI—~ 20-foldMantzouridou and Tsimidou (2010)
842 μg/OD600KO: HEM1, DGA1, LRO1, ARE1, ARE2NRKO-HEM1- 300-foldSpanova et al. (2010)
910.02 ± 0.53 mg/g DCW or 20.70 ± 1.00 mg/LCM: Terbinafine and Methyl jasmonate

Flask cultivation

500-mL

Batch mode

NI—tenfoldNaziri et al. (2011a, b)
101000 µg per 109 cells

SSM: Erg1p (Q443UAG)

CM: Terbinafine

Flask cultivationSSM—30–40-foldGaraiová et al. (2014)
117.89 ± 0.25 mg/g DCW or 18.0 ± 4.18 mg/l

R: Promoter replacement of ERG1 with tet07-CYC1

PS: Grass juice as feedstock

Flask cultivation

50-mL

Batch mode

NRHull et al. (2014)
129.91 mg/g DCWOE: tHMG1

Flask cultivation

250-mL

Batch mode

OE-30-foldThompson et al. (2014)
13270 mg/l

ALE: Nystatin, Squalestatin for introducing SUE mutations

HE: Squalene synthase from Botryococcus braunii

OE: tHMG1

KD: ERG1 by insertional mutation

Flask cultivation

Batch mode

tHMG1: 2.8-foldZhuang and Chappell (2015)
14304.49 mg/l

OE: HMG1, IDI1, ERG20, and ERG9

CM: Terbinafine

KD: ERG1, ERG7, ERG11, ERG24, ERG25, ERG26, ERG27, ERG6, ERG5, HEM1, PDC5, ADH1, ADH2, ADH4, ADH5, ADH7

Flask cultivation

500-mL

Batch mode

OE—tenfold

CM- 35-fold

Rasool et al. (2016a)
15304.16 mg/lOE: ERG10, ERG13, HMG1, ERG12, ERG8, ERG19, IDI1, ERG20, ERG9 (2X)

Flask cultivation 500-mL

Batch mode

NI—89.5-foldRasool et al. (2016b)
1658.6 mg/g DCWOE: tHMG1, ZWF1, POS5 (with and without MTS)

Flask cultivation 250-mL

Batch mode

NI—27.5-foldParamasivan and Mutturi (2017a, b)
17532 mg/l

OE: tHMG1 and ERG10

PS: Xylose feeding

Fed-batch modeXylose as carbon source -130%Kwak et al. (2017)
1859 mg/g DCW

OE: tHMG1

PS: Carbon-limited exponential feeding, ethanol feeding, medium modification and nitrogen limitation, two-phase extraction

Mini-scale stirred-tank bioreactors

3-L

Fed-batch mode,

Continuous mode

OE-

Ethanol feeding—eightfold

Modified medium—13-fold

Ebert et al. (2018)
192011 ± 75 mg/l

HE: ispA

OE: tHMG1

CM: Terbinafine

PS: Fermentation with terbinafine, extraction optimization, two-phase extraction using dodecane

5-L

Fed-batch mode

HE-ispA—twofold

CM—1.9-fold

PS—2.5-fold

Han et al. (2018)
2043 mg/g DCW

OE: tHMG1

KO: ERG6

KD: ERG11

PS: Extraction standardization

Flask cultivation 250-mL

Batch mode

KO-1.8-fold

KD-3.4-fold

PS—fivefold

Paramasivan et al. (2018)
21445.6 mg/l

OE: tHMG1, DGA1

PS: Nitrogen-limited fermentation

1.5-L

Fed-batch mode

OE- tHMG1—20-fold

OE- tHMG1-DGA1- 250-fold

Wei et al. (2018)
22635 mg/lOE: tHMG1, ERG20 and INO2

Flask cultivation

250-mL

Batch mode

NI—71-foldKim et al. (2019)
231.9 g/l

OE: tHMG1 and POS5 (with MTS)

KO: LYS1 and ADK1

PS: Exponential feeding (openloop

strategy)

5-L

Fed-batch mode

KO—LYS1-ADK1- tHMG1-POS5 -4.5-foldParamasivan et al. (2019)
24255 mg/l

OE: DGA1, HMG1, ERG20, IDI1 and ERG9

PE: Promoters engineered with TFBSTEF1 and TFBSHHF2

R: AFT1p/CTR1p-ERG1

Flask cultivation

20-mL

Batch mode

NI—73.49-foldManzoor et al. (2020)
259.5 g/l

OE: ADH2, ERG10, ERG13, tHMG1, ERG13, tHMG1,

Silicibacter

pomeroyi, ADA from ERG12, ERG8, MVD1, IDI1, ERG20, ERG9

KO: GAL80

HE: NADH-HMGR from Dickeya zeae

PS: Carbon source-controlled three-stage fed-batch fermentation, two-phase extraction

5-L

Fed-batch mode

NRLi et al. (2020)
2611 g/l

OE: ERG10, ERG13, tHMG1, ERG12, ERG8, MVD1, IDI1, ERG20, ERG9 genes fused with and without a C-terminal ePTS1 tag

HE: NADH-HMGR from Silicibacter pomeroyi, ACL1/2 from Yarrowia lipolytica

R: PHXT1-ERG1

PS: Two-stage fermentation, two-phase extraction

5-L

Fed-batch mode

ePTS1 tag fusion—138-foldLiu et al. (2020a)
27420 mg/l

ALE: Terbinafine

SSM: ERG1p (F420I)

Flask cultivation

250-mL

Batch mode

ALE—16.5-foldParamasivan et al. (2021)
283.53 g/l

OE: ERG10, ERG13, HMG1, ERG13, HMG1, ERG12, ERG8, ERG19, IDI1, ERG20, ERG9

SSM: ERG1p (G30S)

PE: Insertion of marO into PERG1 and PERG11

PS: Cane molasses as feedstock

Stirred-tank bioreactor

1-L

Fed-batch mode

PE- 4.9-fold

OE, PE—215-fold

Zhou et al. (2021)
29

21.1 g/l

437.1 mg/g DCW

OE: ERG10, ERG13, tHMG1, ERG12, ERG8, ERG19, IDI1 genes fused with N-terminal MLS, ERG20, ERG9, ACS1, tHMG1

R: PHXT1-ERG1

PS: Two stage fermentation, two-phase extraction

Tank fermenter

5-L

Fed-batch mode

Fusion with MLS-48.5-fold

tHMG1—2.4-fold

Zhu et al. (2021)

ADA Adenosine deaminase, ACL1, ACL2 ATP citrate lyase, ACS1 Acetyl-coenzyme A synthetase, ADH1, ADH2, ADH4, ADH5, ADH7 alcohol dehydrogenase, ADK1 Adenylate kinase, ALE Adaptive laboratory evolution, CM Chemical Means, CYC1 Cytochrome C1, DCW Dry cell weight, DGA1 Diacylglycerol acyltransferase, ERG1 Squalene epoxidase, ERG5 C-22 sterol desaturase, ERG6 Delta(24)-sterol C-methyltransferase, ERG7 Lanosterol synthase, ERG8 Phosphomevalonate kinase, ERG9 Squalene synthase, ERG10 Acetyl-CoA C-acetyltransferase, ERG11 Lanosterol 14-alpha-demethylase, ERG12 Mevalonate kinase, ERG13 Hydroxy methyl glutaryl-CoA synthase, ERG19 Mevalonate pyrophosphate decarboxylase, ERG20 Farnesyl pyrophosphate synthetase, ERG24 C-14 sterol reductase, ERG25 C-4 methyl sterol oxidase, ERG26 C-3 sterol dehydrogenase, ERG27 3-keto sterol reductase, GAL80 Transcriptional regulator, HE Heterologous Expression, HEM1 5-aminolevulinate synthase, HHF2 Histone H Four, HMG1, HMG2, HMGR Hydroxy methyl glutaryl CoA reductase, HXT1 glucose transporter, IDI1 isopentenyl pyrophosphate:dimethylallyl pyrophosphate isomerase, INO2 INOsitol requiring transcription factor, ispA Farnesyl diphosphate synthase, KD Knock Down, KO Knock Ou, LYS1 Saccharopine dehydrogenase, marO mar operator, MLS mitochondrial localization signal, MTS1 Mitochondrial targeting signal, MVD1 Diphosphomevalonate decarboxylase, NI Net increment, OE Overexpression, PDC5 Pyruvate decarboxylase, POS5 Mitochondrial NADH kinase, PE Promoter engineering, PS Process Strategy, PTS1 Peroxisomal targeting signal, R Repression, SSM Site-Specific Mutagenesis, TEF1 Elongation factor 1-alpha, tet07 Tetracycline operator, TFBS Transcription factor binding site, ZWF1 Glucose-6-phosphate dehydrogenase

Table 2

Strategies for production of squalene in other microbes

SI. NoOrganismYield/TiterMetabolic engineering and process strategyBioreactor type, volume and operation modeFold increaseReferences
1Bacillus subtilis7.5 mg/l

OE: dxs, ispD, ispF, ispH, and ispA

HE: Squalene synthase from Bacillus megaterium

NRNI—29-foldSong et al. (2020)
2Chlamydomonas reinhardtii (Cr)0.9–1.1 μg/mg DCWKO: Cr Squalene EpoxidaseNRNRKajikawa et al. (2015)
31.6 μg/106 cells

M: UV mutagenesis

CM: Terbinafine

NRNI—50%Potijun et al. (2021)
4Corynebacterium glutamicum5.4 ± 0.3 mg/g DCW or 105.3 ± 3.0 mg/l

OE: dxs, idi

R: idsA

HE: S. cerevisiae squalene synthase

Flask cultivation

250-mL

Batch mode

NI—5.2-foldPark et al. (2018)
51.5 g/l

PrE: truncated ScSQS and HsSQS

KO: pyc, idsA, crtE

PS: Dodecane based two-phase extraction

Jar fermentor

5-L

Batch or fed-batch mode

HsSQS[1 − 370]-4.6 foldPark et al. (2021)
6E. coli11.8 mg/l

OE: idi and dxs

HE: hopD and hopAB from Streptomyces peucetius

Flask cultivation

Batch mode

NI—threefoldGhimire et al. (2009)
72.7 mg/lHE: SQS from human

Flask cultivation

200-mL

Batch mode

NRFurubayashi et al. (2014)
8230 mg/l or 55 mg/g-DCW

OE: atoB, idi, and ispA

HE: chimeric MVA pathway (tHMG1, ERG13, ERG12, ERG8, MVD1) from S. cerevisiae with SQS from human or Thermosynechococcus elongatus

Flask cultivation

Batch mode

NI—55-foldKatabami et al. (2015)
9NRHE: hpnC, hpnD, and hpnE from Zymomonas mobilis and Rhodopseudomonas palustrisNRNRPan et al. (2015)
10

28.5 mg/g DCW

52.1 mg/l

OE: idi, dxs, udhA, zwf, pgl and fps

KO: pgi, menA

HE: Squalene synthase from human

Flask cultivation

250-mL

Batch mode

NI—21-foldXu et al. (2019)
11612 mg/l

OE: Mevalonate pathway and tsr

HE: S. cerevisiae squalene synthase

Flask cultivation

Batch mode

OE -tsr—2.25-foldMeng et al. (2020)
1216.0 ± 2.0 mg/l

OE: Mevalonate pathway

HE: S. cerevisiae squalene synthase

NRNRSun et al. (2020)
13Kluyveromyces lactis600 µg per 109 cellsCM: TerbinafineNRNRDrozdıkova et al. (2015)
14Methylomonas sp. DH-139.3 mg/g DCW or 31.3 mg/l

OE: sqs

KO: pds-ald-crtN2 gene cluster

CM: ferulenol

PS: Nitrate supplementation

5-L

Fed-batch mode

OE—sqs—6.7-fold

PS- 1.7-fold

NI—8.2-fold

Kang et al. (2021)
15Phormidium autumnale0.18 g/kg DCWNo strategies reported (Cultivation using agroindustrial waste)

Bubble column bioreactor

Batch mode

NRFagundes et al. (2019)
16Torulaspora delbrueckii237.25 µg/g DCWPS: Anaerobic cultivation

Flask cultivation

250-mL

Batch mode

NRBhattacharjee et al. (2001)
17

Thraustochytrid

Aurantiochytrium sp.

0.72 mg/g DCW or 5.90 mg/lPS: Nitrogen source optimization

Flask cultivation

250-mL

Batch mode

NRChen et al. (2010)
18

Thraustochytrid

Aurantiochytrium mangrovei

0.37 mg/g DCW

PS: Medium optimization

CM: Terbinafine

Flask cultivation

500-mL

Batch mode

CM- 40%Fan et al. (2010)
19

Thraustochytrids

Aurantiochytrium sp. 18 W-13a

171 mg/g DCW or 0.9 g/lPS: Temperature, seawater and glucose concentration optimization

Flask cultivation

500-mL

Batch mode

PS- > 100-foldNakazawa et al. (2012)
20

198 mg/g DCW or

1.29 g/l

No strategies reported (Strain isolated from mangrove area)NRNRKaya et al. (2011)
21Thraustochytrids Aurantiochytrium sp.Yonez5–11 g/lNo strategies reported (Strain isolation and screening)

Flask cultivation

500-mL

Batch mode

NRNakazawa et al. (2014)
22

Thraustochytrid

Aurantiochytrium sp. S02-459

41.19 ± 1.86 mg/l or 10.85 ± 0.10 mg/g DCWPS: Temperature, Shaking speed, glucose and nitrogen concentration

Flask cultivation

500-mL

Batch mode

NRSaengwong et al. (2018)
23

Thraustochytrid

Aurantiochytrium sp. TWZ-97

188.6 mg/lPS: Medium optimization, reactor cultivation

5-L

Batch mode

PS—2.2-foldZhang et al. (2019)
24

Thraustochytrid

Aurantiochytrium sp.

88.47 mg/g DCW or 1.0 g/LPS: Batch cultivationBatch modeNRPatel et al. (2019)
25Schizochytrium mangrovei1.17 ± 0.06 mg/g DCWCM: Methyl jasmonate

Flask cultivation

250-mL

Batch mode

CM—1.6-foldYue and Jiang (2009)
26Schizochytrium mangrovei PQ633.04 ± 0.03 mg/g DCW or 1.019 g/lPS: Reactor cultivation

Photobioreactor

30-L/150-L

NRHoang et al. (2014)
27Synechococcus elongatus

11.98 ± 0.49 mg/l/OD730 or

79.2 mg/g DCW

OE: {CpcB1-SQS} fusion protein

PS: Light optimization in photo bioreactor

Photobioreactor

6-L

OE-CpcB1-1.9-foldChoi et al. (2017)
287.16 mg/l/OD730

OE: CpcB:SQS

HE: dxs, Idi, IspA from E. coli, SQS from S. cerevisiae

PS: Two-phase extraction

Closed photobioreactor

100-L

NRChoi et al. (2020)
29Synechocystis sp0.67 mg/L/OD730KO: shcNRKO-70-foldEnglund et al. (2014)
30Rhodopseudomonas palustris TIE-115.8 mg/g DCW

OE: {crtE-hpnD}—fusion protein

KO: shc

Flask cultivation

250-mL

Batch mode

KO-27-fold

NI -112-fold

Xu et al. (2016)
31Rhodopseudomonas palustris23.3 mg/g DCW

OE: dxs, crtE, hpnD

KO: shc, crtB

PS: Two-phase extraction

Flask cultivation

250-mL

Batch mode

KO-50-fold

NI -178-fold

Xu et al. (2021)
32Rhodosporidium sp. DR37619 mg/lPS: Medium optimization

Flask cultivation

250-mL

Batch mode

NI—9.6-foldShakeri et al. (2021)
33Yarrowia lipolytica10 mg/g DCWOE: ylHMG1, ylACL1, acs*

Flask cultivation

250-mL

Batch mode

OE-ylHMG1-3.2-fold

NI—16.4-fold

Huang et al. (2018)
34502.7 mg/l

OE: ylHMG1, ylACL2, ylMnDH2, SQS

PS: C/N ratio optimization, two-phase extraction

Flask cultivation

250-mL

Batch mode

NI—28-foldLiu et al. (2020b)
35731.18 mgl

OE: ylHMG1 and ylDGA1

PS: Fermentation optimization, two-phase extraction

Flask cultivation

250-mL

Batch mode

ylHMG1- 20-fold

ylDGA1—2.1-fold

Tang et al. (2021)
3622.0 mg/g DCW

OE: ERG9, HMG1, DGA1

KO: PEX10, URE2

Flask cultivation

250-mL

Batch mode

NI—115-foldWei et al. (2021)
37Yeast-like fungus Pseudozyma sp. JCC 207340.52 mg/lPS: C/N source and ratio optimization

Flask cultivation

250-mL

Batch mode

NRChang et al. (2008)
38Yeast-like fungus Pseudozyma sp. SD3012.4 g/LPS: C/N ratio, intermittent feeding, pH and temperature optimization

5-L

Batch or fed-batch mode

NRSong et al. (2015)

ACL1, ACL2 ATP citrate lyase, acs Acetyl-coenzyme A synthetase, atoB Acetyl-CoA acetyltransferase, C/N Carbon/Nitrogen, CM Chemical Means, CpcB1 phycocyanin β-subunit protein, crtB Phytoene synthase, crtE GGPP synthase, DGA1 Diacylglycerol acyltransferase, dxs 1-deoxyxylulose-5-phosphate synthase, ERG13 Hydroxy methyl glutaryl-CoA synthase, ERG8 Phosphomevalonate kinase, ERG12 Mevalonate kinase, fps Farnesyl pyrophosphate synthase, HE Heterologous Expression, HMG1 Hydroxy–methyl-glutaryl-coenzyme A reductase, hopAB squalene/phytoene synthases, hopD farnesyl diphosphate synthase, hpnC Hydroxysqualene synthase, hpnD Presqualene diphosphate synthase, hpnE Hydroxysqualene dehydroxylase, ispD 2-C-methyl-D-erythritol 4-phosphate cytidylyl transferase, idi Isopentenyl-diphosphate Delta-isomerase, idsA geranylgeranyl pyrophosphate synthase, ispA Farnesyl diphosphate synthase, ispE-4-diphosphocytidyl-2-C-methylerythritol kinase, ispF-2-C-methyl-D-erythritol 2,4-cyclo diphosphate synthase, ispH 4-hydroxy-3-methylbut-2-enyl diphosphate reductase, KD Knock Down, KO Knock Out, menA 1,4-dihydroxy-2-naphthoate octaprenyltransferase, MnDH2 Mannitol dehydrogenase, MVD1 diphosphomevalonate decarboxylase, NI Net increment, OE Overexpression, pgi Glucose-6-phosphate isomerase, pgl 6-phosphogluconolactonase, PEX10 Peroxisomal membrane E3 ubiquitin ligase, PS Process strategy, R Repression, shc Squalene hopene cyclase, SSM Site-Specific Mutagenesis, SQS Squalene synthase, tsr serine chemoreceptor protein, udhA Pyridine Nucleotide Transhydrogenase, URE2 Nitrogen catabolite repression transcriptional regulator, zwf Glucose-6-phosphate dehydrogenase

Strategies for production of squalene in Saccharomyces cerevisiae Flask cultivation 250-mL Batch mode Flask cultivation 250-mL Batch mode Flask cultivation 500-mL Batch mode 10-L Jar fermentor Fed-batch mode SSM: Hmg2p (K6R) KO: ERG6 Flask cultivation 500-mL Batch mode Flask cultivation 500-mL Batch mode SSM: Erg1p (Q443UAG) CM: Terbinafine R: Promoter replacement of ERG1 with tet07-CYC1 PS: Grass juice as feedstock Flask cultivation 50-mL Batch mode Flask cultivation 250-mL Batch mode ALE: Nystatin, Squalestatin for introducing SUE mutations HE: Squalene synthase from Botryococcus braunii OE: tHMG1 KD: ERG1 by insertional mutation Flask cultivation Batch mode OE: HMG1, IDI1, ERG20, and ERG9 CM: Terbinafine KD: ERG1, ERG7, ERG11, ERG24, ERG25, ERG26, ERG27, ERG6, ERG5, HEM1, PDC5, ADH1, ADH2, ADH4, ADH5, ADH7 Flask cultivation 500-mL Batch mode OE—tenfold CM- 35-fold Flask cultivation 500-mL Batch mode Flask cultivation 250-mL Batch mode OE: tHMG1 and ERG10 PS: Xylose feeding OE: tHMG1 PS: Carbon-limited exponential feeding, ethanol feeding, medium modification and nitrogen limitation, two-phase extraction Mini-scale stirred-tank bioreactors 3-L Fed-batch mode, Continuous mode OE- Ethanol feeding—eightfold Modified medium—13-fold HE: ispA OE: tHMG1 CM: Terbinafine PS: Fermentation with terbinafine, extraction optimization, two-phase extraction using dodecane 5-L Fed-batch mode HE-ispA—twofold CM—1.9-fold PS—2.5-fold OE: tHMG1 KO: ERG6 KD: ERG11 PS: Extraction standardization Flask cultivation 250-mL Batch mode KO-1.8-fold KD-3.4-fold PS—fivefold OE: tHMG1, DGA1 PS: Nitrogen-limited fermentation 1.5-L Fed-batch mode OE- tHMG1—20-fold OE- tHMG1-DGA1- 250-fold Flask cultivation 250-mL Batch mode OE: tHMG1 and POS5 (with MTS) KO: LYS1 and ADK1 PS: Exponential feeding (openloop strategy) 5-L Fed-batch mode OE: DGA1, HMG1, ERG20, IDI1 and ERG9 PE: Promoters engineered with TFBSTEF1 and TFBSHHF2 R: AFT1p/CTR1p-ERG1 Flask cultivation 20-mL Batch mode OE: ADH2, ERG10, ERG13, tHMG1, ERG13, tHMG1, Silicibacter pomeroyi, ADA from ERG12, ERG8, MVD1, IDI1, ERG20, ERG9 KO: GAL80 HE: NADH-HMGR from Dickeya zeae PS: Carbon source-controlled three-stage fed-batch fermentation, two-phase extraction 5-L Fed-batch mode OE: ERG10, ERG13, tHMG1, ERG12, ERG8, MVD1, IDI1, ERG20, ERG9 genes fused with and without a C-terminal ePTS1 tag HE: NADH-HMGR from Silicibacter pomeroyi, ACL1/2 from Yarrowia lipolytica R: PHXT1-ERG1 PS: Two-stage fermentation, two-phase extraction 5-L Fed-batch mode ALE: Terbinafine SSM: ERG1p (F420I) Flask cultivation 250-mL Batch mode OE: ERG10, ERG13, HMG1, ERG13, HMG1, ERG12, ERG8, ERG19, IDI1, ERG20, ERG9 SSM: ERG1p (G30S) PE: Insertion of marO into PERG1 and PERG11 PS: Cane molasses as feedstock Stirred-tank bioreactor 1-L Fed-batch mode PE- 4.9-fold OE, PE—215-fold 21.1 g/l 437.1 mg/g DCW OE: ERG10, ERG13, tHMG1, ERG12, ERG8, ERG19, IDI1 genes fused with N-terminal MLS, ERG20, ERG9, ACS1, tHMG1 R: PHXT1-ERG1 PS: Two stage fermentation, two-phase extraction Tank fermenter 5-L Fed-batch mode Fusion with MLS-48.5-fold tHMG1—2.4-fold ADA Adenosine deaminase, ACL1, ACL2 ATP citrate lyase, ACS1 Acetyl-coenzyme A synthetase, ADH1, ADH2, ADH4, ADH5, ADH7 alcohol dehydrogenase, ADK1 Adenylate kinase, ALE Adaptive laboratory evolution, CM Chemical Means, CYC1 Cytochrome C1, DCW Dry cell weight, DGA1 Diacylglycerol acyltransferase, ERG1 Squalene epoxidase, ERG5 C-22 sterol desaturase, ERG6 Delta(24)-sterol C-methyltransferase, ERG7 Lanosterol synthase, ERG8 Phosphomevalonate kinase, ERG9 Squalene synthase, ERG10 Acetyl-CoA C-acetyltransferase, ERG11 Lanosterol 14-alpha-demethylase, ERG12 Mevalonate kinase, ERG13 Hydroxy methyl glutaryl-CoA synthase, ERG19 Mevalonate pyrophosphate decarboxylase, ERG20 Farnesyl pyrophosphate synthetase, ERG24 C-14 sterol reductase, ERG25 C-4 methyl sterol oxidase, ERG26 C-3 sterol dehydrogenase, ERG27 3-keto sterol reductase, GAL80 Transcriptional regulator, HE Heterologous Expression, HEM1 5-aminolevulinate synthase, HHF2 Histone H Four, HMG1, HMG2, HMGR Hydroxy methyl glutaryl CoA reductase, HXT1 glucose transporter, IDI1 isopentenyl pyrophosphate:dimethylallyl pyrophosphate isomerase, INO2 INOsitol requiring transcription factor, ispA Farnesyl diphosphate synthase, KD Knock Down, KO Knock Ou, LYS1 Saccharopine dehydrogenase, marO mar operator, MLS mitochondrial localization signal, MTS1 Mitochondrial targeting signal, MVD1 Diphosphomevalonate decarboxylase, NI Net increment, OE Overexpression, PDC5 Pyruvate decarboxylase, POS5 Mitochondrial NADH kinase, PE Promoter engineering, PS Process Strategy, PTS1 Peroxisomal targeting signal, R Repression, SSM Site-Specific Mutagenesis, TEF1 Elongation factor 1-alpha, tet07 Tetracycline operator, TFBS Transcription factor binding site, ZWF1 Glucose-6-phosphate dehydrogenase Strategies for production of squalene in other microbes OE: dxs, ispD, ispF, ispH, and ispA HE: Squalene synthase from Bacillus megaterium M: UV mutagenesis CM: Terbinafine OE: dxs, idi R: idsA HE: S. cerevisiae squalene synthase Flask cultivation 250-mL Batch mode PrE: truncated ScSQS and HsSQS KO: pyc, idsA, crtE PS: Dodecane based two-phase extraction Jar fermentor 5-L Batch or fed-batch mode OE: idi and dxs HE: hopD and hopAB from Streptomyces peucetius Flask cultivation Batch mode Flask cultivation 200-mL Batch mode OE: atoB, idi, and ispA HE: chimeric MVA pathway (tHMG1, ERG13, ERG12, ERG8, MVD1) from S. cerevisiae with SQS from human or Thermosynechococcus elongatus Flask cultivation Batch mode 28.5 mg/g DCW 52.1 mg/l OE: idi, dxs, udhA, zwf, pgl and fps KO: pgi, menA HE: Squalene synthase from human Flask cultivation 250-mL Batch mode OE: Mevalonate pathway and tsr HE: S. cerevisiae squalene synthase Flask cultivation Batch mode OE: Mevalonate pathway HE: S. cerevisiae squalene synthase OE: sqs KO: pds-ald-crtN2 gene cluster CM: ferulenol PS: Nitrate supplementation 5-L Fed-batch mode OE—sqs—6.7-fold PS- 1.7-fold NI—8.2-fold Bubble column bioreactor Batch mode Flask cultivation 250-mL Batch mode Thraustochytrid Aurantiochytrium sp. Flask cultivation 250-mL Batch mode Thraustochytrid Aurantiochytrium mangrovei PS: Medium optimization CM: Terbinafine Flask cultivation 500-mL Batch mode Thraustochytrids Aurantiochytrium sp. 18 W-13a Flask cultivation 500-mL Batch mode 198 mg/g DCW or 1.29 g/l Flask cultivation 500-mL Batch mode Thraustochytrid Aurantiochytrium sp. S02-459 Flask cultivation 500-mL Batch mode Thraustochytrid Aurantiochytrium sp. TWZ-97 5-L Batch mode Thraustochytrid Aurantiochytrium sp. Flask cultivation 250-mL Batch mode Photobioreactor 30-L/150-L 11.98 ± 0.49 mg/l/OD730 or 79.2 mg/g DCW OE: {CpcB1-SQS} fusion protein PS: Light optimization in photo bioreactor Photobioreactor 6-L OE: CpcB:SQS HE: dxs, Idi, IspA from E. coli, SQS from S. cerevisiae PS: Two-phase extraction Closed photobioreactor 100-L OE: {crtE-hpnD}—fusion protein KO: shc Flask cultivation 250-mL Batch mode KO-27-fold NI -112-fold OE: dxs, crtE, hpnD KO: shc, crtB PS: Two-phase extraction Flask cultivation 250-mL Batch mode KO-50-fold NI -178-fold Flask cultivation 250-mL Batch mode Flask cultivation 250-mL Batch mode OE-ylHMG1-3.2-fold NI—16.4-fold OE: ylHMG1, ylACL2, ylMnDH2, SQS PS: C/N ratio optimization, two-phase extraction Flask cultivation 250-mL Batch mode OE: ylHMG1 and ylDGA1 PS: Fermentation optimization, two-phase extraction Flask cultivation 250-mL Batch mode ylHMG1- 20-fold ylDGA1—2.1-fold OE: ERG9, HMG1, DGA1 KO: PEX10, URE2 Flask cultivation 250-mL Batch mode Flask cultivation 250-mL Batch mode 5-L Batch or fed-batch mode ACL1, ACL2 ATP citrate lyase, acs Acetyl-coenzyme A synthetase, atoB Acetyl-CoA acetyltransferase, C/N Carbon/Nitrogen, CM Chemical Means, CpcB1 phycocyanin β-subunit protein, crtB Phytoene synthase, crtE GGPP synthase, DGA1 Diacylglycerol acyltransferase, dxs 1-deoxyxylulose-5-phosphate synthase, ERG13 Hydroxy methyl glutaryl-CoA synthase, ERG8 Phosphomevalonate kinase, ERG12 Mevalonate kinase, fps Farnesyl pyrophosphate synthase, HE Heterologous Expression, HMG1 Hydroxy–methyl-glutaryl-coenzyme A reductase, hopAB squalene/phytoene synthases, hopD farnesyl diphosphate synthase, hpnC Hydroxysqualene synthase, hpnD Presqualene diphosphate synthase, hpnE Hydroxysqualene dehydroxylase, ispD 2-C-methyl-D-erythritol 4-phosphate cytidylyl transferase, idi Isopentenyl-diphosphate Delta-isomerase, idsA geranylgeranyl pyrophosphate synthase, ispA Farnesyl diphosphate synthase, ispE-4-diphosphocytidyl-2-C-methylerythritol kinase, ispF-2-C-methyl-D-erythritol 2,4-cyclo diphosphate synthase, ispH 4-hydroxy-3-methylbut-2-enyl diphosphate reductase, KD Knock Down, KO Knock Out, menA 1,4-dihydroxy-2-naphthoate octaprenyltransferase, MnDH2 Mannitol dehydrogenase, MVD1 diphosphomevalonate decarboxylase, NI Net increment, OE Overexpression, pgi Glucose-6-phosphate isomerase, pgl 6-phosphogluconolactonase, PEX10 Peroxisomal membrane E3 ubiquitin ligase, PS Process strategy, R Repression, shc Squalene hopene cyclase, SSM Site-Specific Mutagenesis, SQS Squalene synthase, tsr serine chemoreceptor protein, udhA Pyridine Nucleotide Transhydrogenase, URE2 Nitrogen catabolite repression transcriptional regulator, zwf Glucose-6-phosphate dehydrogenase

Genetic modifications to improve squalene synthesis

Precursor pool rebalancing

In S. cerevisiae, 3-hydroxy-3-methyl-glutaryl-coenzyme A (HMG-CoA) reductase is translated as two different isomers, Hmg1p and Hmg2p. Hmg1p accounts for nearly 83 percent of overall enzyme activity in the wild-type strain (Basson et al. 1986). Further analysis revealed that these two variants have a membrane-binding region (1-552 amino acids) that covers the ER (endoplasmic reticulum) as well as the catalytic domain (553-1046 amino acids) (Basson et al. 1988). HMG-CoA reductase is a major regulatory enzyme in the ergosterol biosynthesis pathway and its overexpression has proven essential in most metabolic engineering efforts of S. cerevisiae towards terpene synthesis (Rodwell et al. 1976). Later, it was revealed that upregulation of the catalytic domain of HMG1, known as tHMG1, enhanced squalene levels in S. cerevisiae (Donald et al. 1997; Polakowski et al. 1998). Overexpression of membrane-bound Hmg1p results in the development of ER membrane stacks, also known as karmellae (Wright et al. 1988). To make a soluble and non-membrane bound, a truncated form of the HMG-CoA reductase enzyme (tHMG1) has been overexpressed (Polakowski et al. 1998). Moreover to avoid feed-back inihibition of ergosterol, it was expressed under a constitutive promoter in their studies. This theory established the basis for the upregulation of tHMG1 in an array of studies targeting the synthesis of terpenes in S. cerevisiae (Donald et al. 1997; Polakowski et al. 1998; Thompson et al. 2014; Zhuang and Chappell 2015; Kwak et al. 2017; Han et al. 2018; Paramasivan et al. 2019; Liu et al. 2020a, b; Zhu et al. 2021) (Table 1). Overexpression of tHMG1 encoding solely the catalytic domain of protein to circumvent regulation did not raise ergosterol content as predicted, but it did boost squalene production by nearly 30 times in S. cerevisiae (Thompson et al. 2014). Full-length HMG1 overexpression has also been attempted and has been shown to increase squalene levels despite the feedback regulation (Tokuhiro et al. 2009). It might be attributable to the multi-copy integration of this gene in their studies; however, the exact theory is unclear. Hmg2p, a major isoform of this reductase in low oxygen conditions, has therefore turned into a target for upregulation during anaerobic growth to synthesize squalene (Mantzouridou and Tsimidou 2010).

Upregulation of the MVA pathway

Upregulation of structural genes, particularly those in the sterol pathway ahead of squalene, have been identified as key targets for squalene production in S. cerevisiae (Fig. 1) (Rasool et al. 2016a; Li et al. 2020; Liu et al. 2020a, b; Zhou et al. 2021; Zhu et al. 2021; Meng et al. 2020; Sun et al. 2020). The genes include ERG10 coding for acetyl-CoA C-acetyltransferase, ERG13 coding for HMG-CoA synthase, HMGR, ERG12 coding for mevalonate kinase, ERG8 coding for phosphomevalonate kinase, IDI1 coding for isopentenyl pyrophosphate: dimethylallyl pyrophosphate isomerase, ERG20 coding for farnesyl pyrophosphate synthase, and ERG9 coding for squalene synthase. In a study by Rasool et al. (2016a), overexpression of the structural genes in the MVA pathway such as HMG1, IDI1, ERG20, and ERG9 has been attempted during the synthesis of squalene and has enhanced the squalene up to 10-folds (Table 1; Figs. 1, 2a). Further, the presence of squalene monooxygenase inhibitor, terbinafine, together with overexpression of the MVA pathway genes has increased squalene titer to 304.49 mg/l (Rasool et al. 2016a). Overexpression of the MVA pathway genes combined with the carbon source controlled fed-batch fermentation has resulted in a strain with squalene synthesis ability of 9.5 g/l (Table 1) (Li et al. 2020).
Fig. 2

Strain improvement strategies and tools applied towards squalene synthesis in microbes. (a) Improvement of precursor pool by episomal expression of genes and chromosomal integration of genes towards product flux improvement; (b) Deletion of competing reactions by chromosomal gene replacement; (c) Site-directed mutagenesis for expression of mutant genes; (d)Cofactor regeneration and heterologous gene expression; (e) In-silico genome scale modeling towards gene knockout predictions; (f) Compartmentalization of pathways by expression of genes with specific signaling sequences; (g) Bioprocess strategies by reactor cultivation and medium standardization; (h) Adaptive laboratory evolution. acs – Acetyl-CoA synthetase; Ac-CoA – Acetyl-CoA; FPP – Farnesyl pyrophosphate; HMG-CoA – Hydroxy Methyl Glutaryl-CoA; INO2 – Inositol requiring transcription factor; MTS – Mitochondrial targeting sequence; PTS – Peroxisomal targeting sequence; tHMG1-truncated HMG-CoA reductase

Strain improvement strategies and tools applied towards squalene synthesis in microbes. (a) Improvement of precursor pool by episomal expression of genes and chromosomal integration of genes towards product flux improvement; (b) Deletion of competing reactions by chromosomal gene replacement; (c) Site-directed mutagenesis for expression of mutant genes; (d)Cofactor regeneration and heterologous gene expression; (e) In-silico genome scale modeling towards gene knockout predictions; (f) Compartmentalization of pathways by expression of genes with specific signaling sequences; (g) Bioprocess strategies by reactor cultivation and medium standardization; (h) Adaptive laboratory evolution. acs – Acetyl-CoA synthetase; Ac-CoA – Acetyl-CoA; FPP – Farnesyl pyrophosphate; HMG-CoA – Hydroxy Methyl Glutaryl-CoA; INO2 – Inositol requiring transcription factor; MTS – Mitochondrial targeting sequence; PTS – Peroxisomal targeting sequence; tHMG1-truncated HMG-CoA reductase

Knockout of competing pathways

Deletion of the competing reactions is an effective method for constructing an efficient microbial chassis (Pickens et al. 2014) (Fig. 2b). This approach is referred to as either knockout which is typically applied by deleting a gene engaged in the competing reactions or knockdown which is reducing the levels of gene expression by introducing a weak promoter, and occasionally by allowing a system to regulate expression through the use of a programmable or customizable promoter (referred as repression). Through a random mutation in the ERG1 gene, Kamimura et al. (1994) achieved a squalene production of 5 mg/g DCW (dry cell weight) by disrupting the ergosterol biosynthesis pathway in S. cerevisiae. Garaiová et al. (2014) investigated squalene increase in the mutant strains of ERG1 grown in the medium supplemented with terbinafine, ergosterol biosynthesis inhibitor and obtained a squalene production of 1000 µg per 109 cells. Knockout of the ERG6 gene coding for delta (24)-sterol C-methyltransferase along with a site-specific mutation in HMG2 (K6R) has enhanced squalene to 20-fold (Mantzouridou and Tsimidou 2010). Likewise, knockout of ERG6 gene along with knockdown of ERG11 gene involved in ergosterol biosynthesis has enhanced squalene up to 43 mg/g DCW in S. cerevisiae (Paramasivan et al. 2018). In another study, knockdown of downstream genes involved in ergosterol synthesis and the alcohol dehydrogenase genes involved in ethanol biosynthesis combined with several other strategies has enhanced squalene to 304.49 mg/l (Rasool et al. 2016a). Also, knockout of the SHC gene coding for squalene hopene cyclase in the Rhodopseudomonas palustris and the cyanobacterial Synechocystis sp has enhanced squalene up to 70-fold and 27-fold, respectively (Englund et al. 2014; Xu et al. 2016) (Table 2). In Yarrowia lipolytica, knockout of PEX10 encoding a peroxisomal membrane E3 ubiquitin ligase, and URE2 encoding a transcriptional regulator involved in the repression of nitrogen catabolite has enhanced squalene yield (Wei et al. 2021). Rox1p is a repressor transcriptional factor protein involved in the regulation of ergosterol biosynthesis (Henry et al. 2002). ROX1 gene deletion has enhanced the mevalonate and terpenoid synthesis in Saccharomyces cerevisiae (Özaydın et al. 2013). So far, this approach has not been demonstrated in yeast squalene synthesis.

Enzyme engineering towards squalene enhancement

Site-specific mutagenesis is a critical enzyme engineering technique to improve target compounds in the cells (Fig. 2c). Directed evolution improves enzyme characteristics such as stability, solubility, and specificity, resulting in the generation of customized enzymes (Kaur and Sharma 2006). Site-directed mutagenesis aims to introduce deliberate mutations at a specific codon in the genes, resulting in a changed codon. This method has shown to be an invaluable tool in synthetic biology for improving protein characteristics, and it has been used to promote squalene synthesis in yeast and other microbes. As squalene epoxide synthesis reaction is catalyzed by the ERG1 gene, attempts were made to modify the ERG1 gene to reduce the flux towards the downstream ergosterol biosynthesis pathway. In a study, glutamine Q at position 443 was mutagenized to UAG in Erg1p that in turn increased squalene up to 30–40-fold in the engineered S. cerevisiae (Garaiová et al. 2014) (Table 1). Several other point mutational studies have been made in the ERG1 gene. In a study by Zhou et al. (2021), glycine G at position 30 was mutagenized to serine S in Erg1p to reduce the specific activity. The study resulted in a strain with squalene production ability up to 3.5 g/l (Table 1). Site-specific mutations have also been made in another critical gene, HMG2. Primarily, lysine K at positions 6, and 357 on Hmg2p were identified to be crucial for protein degradation, and so these lysines were substituted to evaluate the Hmgp2 stability (Gardner and Hampton 1999). In a study by Mantzouridou and Tsimidou (2010), lysine K at position 6 has been mutagenized to asparagine R in Hmg2p which resulted in a strain that produced 5.2 mg/g DCW of squalene (Table 1). Hmg2P (K6R) has also been successful in improving several other terpenes (Paramasivan and Mutturi 2017a, 2017b). During the synthesis of squalene, Garaiová et al. (2014) downregulated squalene epoxidase coded by ERG1 and expressed multiple enzyme mutant variants of the ERG1 gene. Based on reverse engineering approaches, a causal mutation for high levels of squalene accumulation in yeast cells has been identified in Paramasivan et al. (2021) when S. cerevisiae cells were adapted in the presence of terbinafine. In this study it was demonstrated that phenylalanine at position 420 of Erg1p was replaced with isoleucine (F420I), which resulted in improved squalene and terbinafine resistance. Under aerobic growth, Upc2p (uptake control protein) mutants are involved in sterol uptake (Vik Å and Rine 2001). Mutations in Upc2p such as G888A has been demonstrated to enhance external sterol (ergosterol) uptake, downregulation of internal ergosterol formation, and thereby realigning the allocation of resources for improvement in specific terpene synthesis. So far, this strategy has not been applied towards squalene synthesis studies in yeast.

Heterologous gene expression towards squalene synthesis

This section describes the heterologous expression-based metabolic engineering approaches that have been developed to augment squalene synthesis in S. cerevisiae and other microbes (Fig. 2d). Heterologous enzymes are sometimes more efficient in catalysis when compared to the native enzyme. In this regard, several attempts have been made to enhance the squalene synthesis in microbes by heterologous expression of non-native enzymes. In a study, as an alternative to ERG20, heterologous expression of IspA coding for farnesyl diphosphate synthase from E. coli was carried to obtain squalene levels of 1.24 g/l in S. cerevisiae (Choi et al. 2012) (Table 1). In another study by Zhuang and Chappell (2015), squalene synthase from Botryococcus braunii was expressed in S. cerevisiae which led to squalene synthesis of nearly 270 mg/l. Expression of squalene synthase from humans has also become another predominant strategy towards squalene improvement in host cells such as E. coli. (Furubayashi et al. 2014; Katabami et al. 2015; Xu et al. 2019). Human SQS has a high catalytic efficiency towards FPP (kcat/Km = 0.51 μM−1 s−1). Similarly, squalene synthase from T. elongatus BP-1 has an even higher catalytic efficiency (kcat/Km = 1.8 μM−1 s−1) and has been expressed in E. coli for increased squalene synthesis (Katabami et al. 2015). Also, the squalene synthase from S. cerevisiae (ScSQS) along with the entire MVA pathway genes has been expressed in E. coli towards squalene enhancement (Sun et al. 2020). In another study by Ghimire et al. (2009), hopD (farnesyl diphosphate synthase) and hopAB (squalene/phytoene synthases) genes from Streptomyces peucetius have been heterologously expressed to augment squalene synthesis in yeast cells leading to an increased titer of 11.8 mg/l in E. coli. A novel heterologous pathway of squalene biosynthesis from Zymomonas mobilis and Rhodopseudomonas palustris has been expressed and characterized in E. coli. The pathway consists of three genes, hpnD, hpnC, and hpnE expressing enzymes that convert FPP to PSPP (presqualene diphosphate), PSPP to HSQ (hydroxysqualene) and HSQ to squalene, respectively (Pan et al. 2015).

Manipulations in the central carbon metabolism

Since the biosynthesis of a metabolite includes multiple reactions within the cell, improvements in essential upstream molecules generated may affect enhancing downstream pathway components. Acetyl-CoA is an example of an early intermediate metabolite that contributes to the TCA cycle, sterol, fatty acids, and polyketides biosynthesis. In S. cerevisiae, cytoplasmic acetyl-CoA is formed via a PDH-bypass, which predominantly promotes sterol and fatty acid pathway (Shiba et al. 2007; Chen et al. 2013; Krivoruchko et al. 2015). Pulling the flux towards squalene biosynthesis exhausts acetyl-CoA supply in S. cerevisiae cells impairing its functions. To overcome this, the ACS1 gene coding for acetyl-CoA synthetase has been overexpressed in a study targeting squalene improvement where ACS1 combined with the ERG10 gene expression has significantly enhanced squalene biosynthesis in yeast (Zhu et al. 2021). Cytoplasmic acetyl-CoA augmentation is one of the primary strategies applied to improve squalene synthesis. Erg10p is the foremost enzyme in the MVA pathway that pulls the flux towards squalene synthesis by converting acetyl-CoA to acetoacetyl-CoA. ERG10 gene overexpression has been attempted in several studies that aim to improve squalene synthesis (Rasool et al. 2016b; Kwak et al. 2017; Li et al. 2020; Liu et al. 2020a, b; Zhou et al. 2021; Zhu et al. 2021). Overexpression of tHMG1 along with the ERG10 gene in a xylose-fermenting strain has improved the squalene levels to 150 mg/l using xylose as a carbon source (Kwak et al. 2017). Likewise, endogenous gene atoB coding for acetyl-CoA acetyltransferase has been overexpressed in an attempt to enhance squalene synthesis in E. coli (Katabami et al. 2015). Yet another promising strategy to improve acetyl-CoA is by conversion of ethanol to acetyl-CoA. In an interesting study by Li et al. (2020), the ADH2 gene that converts ethanol to acetyl-CoA has been overexpressed together with the heterologous expression of ADA from Dickeya zeae which converts acetaldehyde to acetyl-CoA in S. cerevisiae. As the ADA gene coding enzyme does not require ATP consumption, the metabolic burden on the cells during squalene synthesis is reduced. In addition, ACL1 and ACL2 genes coding for ATP citrate lyase from Yarrowia lipolytica that converts citrate to acetyl-CoA have been overexpressed in S. cerevisiae towards squalene synthesis. This strategy has proven to enhance the squalene content in the cells significantly (Liu et al. 2020a, b).

Co-factor regeneration

In yeast cells, NADPH is one of the ubiquitous cofactors (Agledal et al. 2010). Several enzymes in the sterol pathway of S. cerevisiae require NADPH as a cofactor. Overexpression of the MVA pathway genes such as tHMG1, HMG2, and ERG9 would deplete cytosolic NADPH. Hence, the expression of NADPH regeneration-related genes has become a popular approach to stimulate terpenes and other metabolite syntheses (Brown et al. 2015) (Fig. 2d). In yeast cells, NADH kinases and NADP+-dependent dehydrogenases are responsible for NADPH synthesis, and regeneration respectively (Shi et al 2005, 2011). Precisely, NADH kinase is involved in the phosphorylation of NADH to NADPH while the dehydrogenases are involved in the reduction of NADP+ to NADPH. POS5 gene codes for the enzyme that harbors both NAD kinase as well as NADH kinase activity (Strand et al. 2003) while another enzyme glucose-6-phosphate dehydrogenase coded by ZWF1 has NADP+-dependent dehydrogenase activity. In S. cerevisiae, ZWF1 is a prime target for promoting cytosolic NADPH regeneration. ZWF1 gene overexpression enhanced squalene synthesis to 2.3-fold, whereas POS5 overexpression with mitochondrial targeting sequence (MTS) has enhanced squalene production to sixfold upon overexpression in yeast cells (Paramasivan & Mutturi, 2017a, b). In the same study, ZWF1 and POS5 (with MTS) gene expression combined with tHMG1 expression has synergistically enhanced squalene to 22.5-fold and 27.5-fold respectively. In another study, POS5 gene expression was combined with tHMG1 expression and knockout of ADK1 and LYS1 genes identified by in-silico based genome-scale models towards squalene increase (Fig. 2e). The genetic modifications combined with fed-batch cultivation have enhanced squalene levels to 1.9 g/l. Similarly, zwf expression in E. coli combined with several other strategies has enhanced squalene synthesis to 52 mg/l with net increment up to 21-folds (Xu et al. 2019) (Table 1). In addition, to reduce the metabolic burden caused by the NADPH cofactor, an alternative NADH-based enzyme has been used as a target towards squalene synthesis (Li et al. 2020; Liu et al. 2020a, b). Since NADH is more readily available compared to NADPH, NADH-based HMGR from Silicibacter pomeroyi has been heterologously expressed in S. cerevisiae for squalene improvement. NADH-HMGR overexpression combined with several other strategies has resulted in a strain with squalene levels of 9.5 g/l (Li et al. 2020) and 11 g/l (Liu et al. 2020a, b) (Table 1).

Promoter based engineering strategies towards squalene synthesis

Promoters are critical for the control of gene expression thereby regulating the metabolic pathways in S. cerevisiae. Promoter-based engineering strategies are gaining an advantage in recent times as they could significantly affect gene expression levels. ERG1 gene codes for squalene monooxygenase in the MVA pathway downstream of squalene in S. cerevisiae. Being an essential gene, disruption of ERG1 leads to a lethal phenotype and therefore repression of ERG1 gene by promoter replacement has become a prominent strategy in the development of cell factories towards squalene biosynthesis (Hull et al. 2014; Manzoor et al. 2020; Liu et al. 2020a, b; Zhu et al. 2021). Also, the usage of repressible promoters provides better economic feasibility when compared to the enzyme inhibitors at an industrial level. Initially, doxycycline repressible tet07-CYC1 promoter has been utilized to control the ERG1 expression by substituting the native ERG1 promoter at the chromosome. In a study by Hull et al. (2014), ERG1 gene under repressible tet07-CYC1 promoter system along with grass juice as a carbon source has enhanced squalene up to 18 mg/l. Later, two iron and copper repressible promoters PAFT1 and PCTR1, respectively are characterized and used to repress the ERG1 gene in S. cerevisiae towards squalene bioproduction. ERG1 repression with metal ion repressible PCTR1 promoter has enhanced squalene up to twofold when compared to PAFT1 promoter (Manzoor et al. 2020). In the same study, TFBSTEF1 and TFBSHHF2 were engineered into different constitutive promoters thereby enhancing the strength of the yeast constitutive promoters. The engineered promoters such as PHHF2, PIRA1, PRHO1, and PPET9 with TFBSTEF1 were utilized to drive the transcription of HMG1, IDI1, ERG20, and ERG9 genes respectively. This study resulted in a strain with squalene improvement to nearly 74-fold (Manzoor et al. 2020). Further, PHXT1 is a glucose inducible promoter and causes repression when the glucose levels in the medium become low or zero. The native promoter of ERG1 when replaced with the HXT1 promoter combined with multiple other strategies has significantly enhanced squalene titer to 11 g/l (Liu et al. 2020a, b). Similarly, the PHXT1 has been used to repress the ERG1 which in combination with the compartmentalization of genes in mitochondria leads to the highest production of squalene reported to date which is 21.1 g/l (Table 1; Zhu et al. 2021). Another noteworthy and most commonly used repressible promoter is the methionine repressible promoter (PMET3) which has been extensively used to repress the ERG9 gene towards other terpene production in yeast (Westfall et al. 2012). However tunable PMET3 has not been used towards squalene synthesis so far. GAL80 negatively regulates gal regulon by binding to PGAL4 in the absence of galactose as well as in the presence of carbon sources such as glucose. Since galactose is an expensive carbon source compared to glucose, GAL80 gene knockout is critical to express the genes under the strong galactose inducible promoters PGAL1 and PGAL10 (Westfall et al. 2012). Thus, Li et al. (2020) have overexpressed the mevalonate pathway gene tHMG1 under the galactose inducible promoter in the GAL80 deletion strain where the gene activation happens in response to glucose as the negative regulator is not present. This leads to a 33-fold improvement in squalene synthesis. In an interesting investigation by Zhou et al. (2021), the SRE (sterol response element) motif in ERG1 and ERG11 genes was replaced with the heterologous marO motif to downregulate the expression of both the genes thereby improving squalene and lanosterol accumulation, respectively. Replacement of the SRE motif reduces the feedback regulation by SREBP (sterol response element-binding proteins) at high sterol levels in the cells while marO insertion helps in controlling the metabolic flux. marO is a cis-element of mar operator bound by the transcriptional repressor protein, marR in E. coli. marO engineered near the TATA box of ERG1 and ERG11 promoter could efficiently repress the respective gene expression proving to be a promising alternative for gene repression studies in yeast S. cerevisiae.

Compartmentalization for squalene synthesis

Owing to the abundant availability of precursors and cofactors such as acetyl-CoA and redox equivalents, respectively, harnessing organelles such as mitochondria, ER, and peroxisomes are considered as a viable strategy towards squalene production (Fig. 2f). In a study by Zhu et al. (2021), to surpass the cell toxicity and the metabolic strain imposed by the phosphorylated intermediates of the MVA pathway, a partial pathway from acetyl-CoA to MVA has been incorporated into the mitochondria by merging the mitochondrial targeting signal sequence with overexpression genes. Upon combining the cytoplasmic and mitochondrial engineering with a two-stage fed-batch fermentation, the squalene titers have synergistically improved to 21.1 g/l with 437.1 mg/g DCW (Table 1). Similarly, introducing the MVA pathway in the peroxisomes by fusing the genes with peroxisomal targeting sequence has enhanced the squalene titers up to 11 g/l upon combining with PHXT1-ERG1 and a two-stage fermentation (Table 1) (Liu et al. 2020a, b). Another noteworthy ER-based metabolic engineering has enhanced squalene levels up to 71-fold where the overexpression of the INO2 gene has expanded the ER functions. The key function of ER is protein folding and overexpression of genes causes metabolic burden in the ER. Therefore, the size regulatory factor gene INO2 has been overexpressed in the yeast to restore the normal ER functions (Kim et al. 2019). Hence, organelle engineering could be considered as a novel and effective alternative to improve squalene production.

Storage of squalene in lipid droplets and cell membrane

Squalene is stored in the cell membrane, peroxisomes, and lipid droplets in yeast cells. A lipid droplet found in all eukaryotic cells is a lipid storage organelle that is made of sterol esters, triacylglycerols, and squalene. It consists of neutral lipids and serves as a depot for non-polar storage lipids such as squalene and fatty acids. Neutral lipid production and storage is a complex and dynamic process. Lipid droplets are ER-derived storage organelles whose quantity, size, and content vary depending on nutritional requirements and growth circumstances (Farese and Walther 2009; Fei et al. 2009). Triacylglycerides and steryl esters are inert and are found in the lipid bodies unless they are hydrolyzed while squalene is either sequestered in lipid particles or involved in membrane biogenesis (Spanova et al. 2010; Grillitsch et al. 2011). In a study by Wei et al. (2018), the DGA1 gene coding for the diacylglycerol acyltransferase gene involved in fatty acid metabolism has been overexpressed in S. cerevisiae which enhanced squalene up to 250-fold upon the combination with the tHMG1 gene. DGA1 gene expression has proven to enhance lipid body formation in yeast cells thereby increasing the storage ability of the cells. Cell membrane engineering has been carried out to enhance the storage of squalene in E. coli. In this regard, tsr gene coding for a serine chemoreceptor protein has been overexpressed which in turn enhanced the fatty acid composition in membrane lipid composition leading to the formation of a multi-layered structure. The engineered strain has synthesized squalene up to 612 mg/l which is the maximum known squalene synthesis to date in E. coli (Meng et al. 2020) (Table 2).

Process strategies for improving squalene synthesis

Bioprocess conditions play a key role in the high-level production of compounds in microbial fermentation (Fig. 2g). Under anaerobic fermentative conditions, Bhattacharjee et al. (2001) have generated squalene in a commercial yeast strain with a yield of up to 41 µg/g DCW. Besides, under optimized semi-anaerobic cultivation, inoculation levels, and growth conditions, Mantzouridou et al. (2009) reached a maximum squalene yield of 3.1 mg/l. Subsequently, overexpression of tHMG1 and DGA1 and growth under nitrogen-limited conditions have led to a squalene titer of 445.6 mg/l in galactose-based fed-batch cultivation (Wei et al. 2018). In another study by Han et al. (2018), tHMG1 and bacterial ispA gene in tandem with terbinafine-based inhibition of squalene epoxidase have enhanced the squalene synthesis up to 2 g/l in glucose-based fed-batch cultivation. In some cases, the carbon sources to supplement the growth have been varied. For instance, grass juice and cane molasses have been used as a feedstock to increase squalene synthesis to 18 mg/l and 3.5 g/l respectively (Hull et al. 2014; Zhou et al. 2021). In an interesting study by Kwak et al (2017), xylose utilizing engineered strain was subjected to growth under xylose-based fed-batch cultivation. This study resulted in a strain with 532 mg/l of squalene titer. On the other hand, open loop-based exponential feeding of glucose in fed-batch cultivation has resulted in 1.9 g/l of squalene production using an engineered S. cerevisiae (Paramasivan et al. 2019). An optimized two-stage fed-batch cultivation using glucose and ethanol as a carbon source has been used to achieve a squalene titer of 11 g/l in an engineered strain (Liu et al. 2020a, b). C/N ratio, pH, and temperature optimization have led to a significantly high squalene production of 2.4 g/l in the yeast-like fungus Pseudozyma sp. SD301, a native producer of squalene (Song et al. 2015).

Adaptive laboratory evolution and downstream inhibition by terbinafine

Adaptive evolution is the use of selection pressure to leverage the innate capacity of an organism to undergo mutations toward the desired phenotype (Conrad et al. 2014) (Fig. 2h). It entails a process of continuous evolution with a selective gain for the variant exhibiting the desired trait (Sonderegger and Sauer 2003; Çakar et al. 2005). Adaptive laboratory evolution in combination with sequencing is a critical strategy in metabolic engineering for biomolecule synthesis (Conrad et al. 2014). Lowering the activity of the downstream enzyme, squalene epoxidase is a key technique for enhancing squalene levels and may be accomplished using a specialized non-competitive enzymatic inhibitor, terbinafine (Ta et al. 2012; Garaiová et al. 2014; Rasool et al. 2016a). Terbinafine has been extensively used in various studies and in different microbes to increase the squalene accumulation (Fan et al. 2010; Naziri et al. 2011a, b; Drozdıkova et al. 2015; Han et al. 2018). Naziri et al. (2011a, b) pioneered the cultivation of S. cerevisiae in terbinafine which led to at least ten times improvement in squalene. Following that, Garaiová et al. (2014) have produced 1000 µg of squalene per 109 cells in the presence of terbinafine with an engineered strain with Erg1p (Q443UAG). An engineered yeast strain has been subjected to grow in the presence of terbinafine as a selection pressure to enhance the squalene compound. This study resulted in a strain that produced 198 mg/l which was a 16.5-fold enhancement in comparison to the parent strain (Paramasivan et al. 2021). Further, terbinafine addition to the medium for the native squalene producer Aurantiochytrium mangrovei has increased squalene up to 40% (Fan et al. 2010). Besides, terbinafine has also been used to enhance squalene content in Kluyveromyces lactis (Drozdıkova et al. 2015). Han et al. (2018) have cultivated an engineered yeast strain in a fed-batch fermentation medium in the presence of terbinafine which has improved squalene synthesis up to twofold. However, large-scale cultivation of S. cerevisiae in the presence of terbinafine towards squalene synthesis could be an expensive strategy. Hence some studies reported the site-specific mutagenesis of squalene epoxidase and replacement of the promoter for ERG1 gene to downregulate the activity of this enzyme (Garaiová et al. 2014; Hull et al. 2014). Such strategies resulted in improved squalene accumulation as discussed earlier.

Engineering towards squalene synthesis in other microbes

The genes involved in the MEP pathway are upregulated in combination with the heterologous expression of squalene synthase from Bacillus megaterium has enhanced the squalene synthesis up to 29-fold in Bacillus subtilis (Song et al. 2020) (Table 2). Overexpression of dxs and idi genes, repression of idsA gene, and heterologous expression of ERG9 from S. cerevisiae has led to improved squalene levels (105 mg/l) in Corynebacterium glutamicum (Park et al. 2018) (Table 2). Further, when protein engineering by expression of human squalene synthase was coupled with pathway engineering, fed-batch cultivation, and dodecane extraction, the C. glutamicum strain generated 1.5 g/l (Park et al. 2021) (Table 2). Squalene synthase from S. cerevisiae along with the overexpression of the MVA pathway genes and tsr gene has increased squalene in the engineered E. coli (Meng et al. 2020) (Table 2). Cyanobacterial species such as Synechococcus elongatus has been utilized for squalene synthesis by heterologous expression of dxs, idi, ispA from E. coli, and overexpression of the fusion protein CpcB1-ScSQS along with light optimization in photobioreactor which has increased the squalene content up to 79.2 mg/g DCW (Choi et al. 2017) (Table 2). Metabolic engineering of a novel species Rhodopseudomonas palustris has enhanced squalene up to 23.3 mg/g DCW with 178-fold net increment by the knockout of shc and crtB genes as well as the overexpression of dxs, crtE, and hpnD (Xu et al. 2021) (Table 2). Overexpression of ylHMG1 and ylDGA1 along with fermentation optimization enhanced squalene to 731 mg/l in Yarrowia lipolytica. This is the highest reported so far in that species (Tang et al. 2021) (Table 2). In a study by Kang et al (2021), overexpression of squalene synthase, inhibition of squalene-hopene cyclase by ferulenol, knockout of pds-crtN-ald gene cluster, and fed-batch cultivation with potassium nitrate supplementation has improved squalene levels to 31.3 mg/l in Methylomonas sp. DH-1 (Kang et al. 2021) (Table 2).

Conclusion and future prospects

Concerns about squalene production from shark liver oil, and lower yields from plant sources, microbial platforms for squalene production have been sought. However, there exists challenges with microbial production systems as well. Some of the significant limitations of existing microbial squalene manufacturing platforms is lower squalene TRY (titer, productivity and yields) meant for industrial production. Moreover, obtaining toxin-free squalene from the microbes that naturally produce squalene such as Schizochytrium sp. and Aurantiochytrium sp. is challenging. Besides, physiology, genetics, and process constraints needs to be well studied for such organisms. Some of the prominent microbial platforms for squalene production includes S. cerevisiae, E. coli, C. glutamicum and Y. lipolytica. Metabolic engineering strategies in S. cerevisiae such as co-factor engineering, improved precursor supply, alterations outside sterol pathway, and process strategies have been thoroughly investigated and highest squalene titer of 21.1 g/l has been reported so far. However, majority of studies in S. cerevisiae focused on episomal expression, which presents a process issue when grown in a bioreactor. Amyris Inc. commercial synthesis of squalene is implemented in two stages, (i) farnesene is synthesized in the first stage using modified S. cerevisiae, and (ii) the obtained farnesene is transformed to squalene in the second stage utilizing chemical catalysis. Such hybrid production platforms can be exploited for commercial viability. Several microbial strains with high squalene productivity are developed in recent times which could serve as potential chassis for commercial production of squalene and also to compete with other low cost non-sustainable alternatives such as shark liver oil and vegetable oils. The present review on strain engineering and bioprocess strategies might be highly useful in improving squalene synthesis, leading to the development of a feasible and robust microbial platform for industrial production squalene.
  87 in total

1.  Adaptive evolution of engineered yeast for squalene production improvement and its genome-wide analysis.

Authors:  Kalaivani Paramasivan; Aneesha A; Nabarupa Gupta; Sarma Mutturi
Journal:  Yeast       Date:  2021-03-15       Impact factor: 3.239

2.  A highly conserved signal controls degradation of 3-hydroxy-3-methylglutaryl-coenzyme A (HMG-CoA) reductase in eukaryotes.

Authors:  R G Gardner; R Y Hampton
Journal:  J Biol Chem       Date:  1999-10-29       Impact factor: 5.157

3.  Improvement of Squalene Production from CO2 in Synechococcus elongatus PCC 7942 by Metabolic Engineering and Scalable Production in a Photobioreactor.

Authors:  Sun Young Choi; Jin-Young Wang; Ho Seok Kwak; Sun-Mi Lee; Youngsoon Um; Yunje Kim; Sang Jun Sim; Jong-Il Choi; Han Min Woo
Journal:  ACS Synth Biol       Date:  2017-04-04       Impact factor: 5.110

Review 4.  Regulation of HMG-CoA reductase.

Authors:  V W Rodwell; J L Nordstrom; J J Mitschelen
Journal:  Adv Lipid Res       Date:  1976

5.  High Production of Squalene Using a Newly Isolated Yeast-like Strain Pseudozyma sp. SD301.

Authors:  Xiaojin Song; Xiaolong Wang; Yanzhen Tan; Yingang Feng; Wenli Li; Qiu Cui
Journal:  J Agric Food Chem       Date:  2015-09-15       Impact factor: 5.279

6.  Studies on Squalene Biosynthesis and the Standardization of Its Extraction Methodology from Saccharomyces cerevisiae.

Authors:  Kalaivani Paramasivan; Kavya Rajagopal; Sarma Mutturi
Journal:  Appl Biochem Biotechnol       Date:  2018-07-24       Impact factor: 2.926

7.  Saccharomyces cerevisiae contains two functional genes encoding 3-hydroxy-3-methylglutaryl-coenzyme A reductase.

Authors:  M E Basson; M Thorsness; J Rine
Journal:  Proc Natl Acad Sci U S A       Date:  1986-08       Impact factor: 11.205

8.  Scalable Cultivation of Engineered Cyanobacteria for Squalene Production from Industrial Flue Gas in a Closed Photobioreactor.

Authors:  Sun Young Choi; Sang Jun Sim; Sung Cheon Ko; Jigyeong Son; Jeong Seop Lee; Hyun Jeong Lee; Won Seok Chang; Han Min Woo
Journal:  J Agric Food Chem       Date:  2020-09-04       Impact factor: 5.279

9.  Co-production of ethanol and squalene using a Saccharomyces cerevisiae ERG1 (squalene epoxidase) mutant and agro-industrial feedstock.

Authors:  Claire M Hull; E Joel Loveridge; Nicola J Rolley; Iain S Donnison; Steven L Kelly; Diane E Kelly
Journal:  Biotechnol Biofuels       Date:  2014-09-24       Impact factor: 6.040

10.  Self-Redirection of Metabolic Flux Toward Squalene and Ethanol Pathways by Engineered Yeast.

Authors:  Robina Manzoor; Maqbool Ahmed; Naveeda Riaz; Bushra Hafeez Kiani; Ullah Kaleem; Yasmeen Rashid; Ali Nawaz; Muhammad Umer Farooq Awan; Hooria Khan; Umera Imtiaz; Yasir Rasheed; Imdad Kaleem; Aamir Rasool
Journal:  Metabolites       Date:  2020-02-01
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