1. Introduction
Monocarboxylic acids such as L-lactate, pyruvate, and ketone bodies are major players in the cellular metabolism of all living cells [
1,
2]. The monocarboxylates are involved in fundamental energy homeostasis pathways, which entails the rapid movement of these compounds across cellular membranes. Depending on the tissue type, the influx and efflux across these membranes of monocarboxylates, especially lactic acid, must be tightly regulated [
3,
4]. Lactic acid is produced as a byproduct of glycolysis, and its transport across the cellular membrane is crucial for cellular metabolism and pH regulation.
Monocarboxylate transporters (MCTs) are members of the solute carrier 16 (SLC16) family of transporters and are responsible for the bi-directional transport of these essential metabolic solutes across the plasma membrane. Considering their broad transport specificity, MCT members play a pivotal role in maintaining energy homeostasis in all mammalian cells. The MCT family comprises 14 human proteins (
Figure 1A). Key members include MCT1 and MCT4, which facilitate the bi-directional, passive transport of monocarboxylates (e.g., lactate, pyruvate and ketone bodies) in a proton-dependent manner [
5]. MCT1 is expressed in a plethora of tissues, including the brain, heart, kidneys, liver, and skeletal muscles [
1]. MCT1 is crucial in shuffling lactate to prevent a fall in cytosolic pH, thus contributing to the regulation of glycolytic energy production. In addition, along the gastrointestinal track, MCT1 is expressed at varying levels in the epithelial cells on both basolateral and apical membranes, where it facilitates the uptake of acetate, propionate, and butyrate. Conversely, MCT4 displays a more cell- and tissue-restricted expression profile, and is predominantly expressed in tissues that rely on high levels of glycolysis to meet the energy requirements of cells. Two other important and metabolically relevant MCTs comprise MCT10, which mediates the proton-independent transport of the aromatic amino acids tyrosine (Tyr), tryptophan (Trp), and phenylalanine (Phe) across cellular membranes, and MCT8, which is a proton-independent T3 and T4 thyroid hormone transporter [
6,
7].
The malfunction of MCTs is implicated in the development of a wide spectrum of pathophysiological conditions, including several metabolic diseases. The failed silencing of MCT1 in pancreatic β-cells was associated with exercise-induced hyperinsulinism (EIHI), hypoglycemia, and active ulcerative colitis [
10,
11,
12]. Moreover, the altered expression of MCT1 and 4 has been linked to mechanisms of weight gain, and MCT1 deficiency was found to manifest with recurrent ketoacidosis [
11,
13,
14]. Finally, incorrect MCT1–ancillary protein complex formation may potentially contribute to the progress of subnormal conditions, as suggested for MCT1–basigin interaction in the development of fatigue [
15]. Functional defects of MCT10, disrupting its role in the maintenance of aromatic amino acid homeostasis, have been proposed to contribute to the development of blue diaper syndrome caused by insufficient Trp absorption in the kidneys [
16].
Although MCTs represent attractive drug targets, only a limited number of SLC16-targeting compounds are currently available due to the sparse structural information available for MCTs. Thus, it is of imminent importance that the architectural details of SLC16 members are deciphered not only to understand their molecular mechanism of action but also to permit fine-tuned, structure-based drug design.
Membrane proteins are notoriously difficult to produce in heterologous expression systems and, as such, the progress of structural studies of MCTs has been limited, and models generated by AlphaFold or similar protein structure prediction software do not produce models of sufficient accuracy. MCTs adopt a conformation characteristic of the major facilitator superfamily (MFS), with 12 transmembrane helices (TMs) and intracellularly located N- and C-termini. The 12 TMs are arranged into two bundles with six membrane spanning segments, with a pseudo-two-fold symmetry linked via a long intracellular loop connecting TMs 6 and 7. Additionally, to guide expression and trafficking, MCT1 and MCT4 can associate with ancillary glycoproteins and, depending on the tissue, form a complex with either basigin or embigin [
5,
17]. However, this assembly does not seem to be a perquisite for the transport function [
18]. To date, MCT10 is not known to associate with any ancillary protein [
2].
The experimentally obtained structural information for MCTs is limited to a bacterial L-lactate transporter from
Syntrophobacter furmaroxidans (
SfMCT), a cryo-EM structure of human MCT2, and structures of the human MCT1–basigin complex [
8,
19,
20]. All structures support an overall fold characteristic of the MFS family as predicted with 12 TMs. However, the MCT1–basigin cryo-EM structure suggests a 1:1 heterodimer assembly, while the inward-open MCT2 structure revealed a homodimeric organization [
8,
20]. Nonetheless, MCT1 and MCT2 can be superimposed with an RMSD of 1.1 Å over the aligned C
α atoms, indicative of only minor structural differences between the members of this MCT subclass. On the other hand, structural comparison between human MCTs and SfMCT reveals major differences. Despite a similar location of the cargo-binding pocket, residues that form the binding pocket are not conserved. In addition, while SfMCT has two cargo-binding sites, hMCT1 only has one, as the other binding site is occupied by Lys38 in hMCT1.
Escherichia coli has traditionally been the system of choice to express and produce membrane proteins for downstream studies due to its easy genetic manipulation, fast growth rate, and comparatively low costs [
21,
22,
23]. However, in terms of producing recombinant proteins from higher organisms,
E. coli-based platforms display major shortcomings and, often, expression systems derived from a eukaryotic origin such as yeast, insect, or mammalian-based expression platforms are required [
24,
25]. Nevertheless, in contrast to
E. coli systems, the establishment of insect and mammalian cell-derived expression systems is expensive, laborious, and time consuming. In this scenario, yeast systems provide a cheap platform that is easy to set up and use, with the inherent ability of the large-scale production of properly folded eukaryotic proteins with post-translational modifications that are more alike to those of higher organisms [
21,
22]. Hence, yeast represents an attractive host for the large-scale production of human membrane protein targets, allowing downstream structural, functional, and drug-discovery studies for many physiologically relevant proteins including MCTs [
26,
27,
28,
29].
Here, we report the development of a straightforward, economical, and rapid procedure employing a Saccharomyces cerevisiae-based platform for the overproduction of human MCTs. We attempted to achieve the expression of three selected hMCTs that play an imminent role in human metabolism: hMCT1, 4, and 10. Expression constructs using yeast-optimized codons were designed with a C-terminal His10 tag along with a tobacco etch virus (TEV) protease cleavage site and a green fluorescent protein (GFP) reporter. Using GFP fluorescence as a marker to assess the expression levels, solubilization efficiency, and protein stability, we initially set out to identify the selected MCTs for large-scale protein production. The most promising targets, i.e., MCT1 and MCT10, were purified using affinity chromatography, and the sample homogeneity was evaluated using size-exclusion chromatography. Further, we investigated the effects of relevant solutes on the expression and stability of protein samples. Taken together, our results demonstrate that S. cerevisiae is a suitable host for the overproduction of functionally active hMCTs for downstream structural, functional, and drug-discovery studies.
2. Materials and Methods
2.1. Cloning and Engineering of Expression Plasmids
cDNA encoding full-length hMCTs was codon optimized for
S. cerevisiae-based expression using the OptimumGene
TM algorithm and purchased from GenScript (Piscataway, NJ, USA). Codon optimization takes into account a variety of parameters related to transcription, translation, and protein folding. cDNAs along the GFP fragment were PCR-amplified using AccuPol DNA polymerase (Amplicon, Odense, Denmark). hMCTs and GFP fusion expression constructs were generated employing homologous recombination by co-transforming the corresponding hMCT/GFP PCR-amplified fragments and a
BamH1-,
HindIII-, and
SalI-digested pEMBLyex4 vector directly in the
S. cerevisiae strain PAP1500 (
Figure 2A,B) [
30]. All engineered hMCT constructs encoded a C-terminally fused tag containing tobacco etch virus (TEV) protease cleavage site (ENLYFQ↓SQF), green fluorescent protein (GFP), and a decahistidine (His
10) sequence for downstream affinity purification (
Figure 2C). Transformants were selected on agar plates containing minimal medium supplemented with leucine (60 mg/L) and lysine (30 mg/L). The integrity of the transformants was confirmed by DNA sequencing on isolated plasmids.
2.2. Small-Scale Overproduction of hMCTs and Live-Cell Imaging
hMCT–TEV–GFP–His
10 constructs were produced in the
S. cerevisiae expression strain PAP1500 as previously reported [
27,
29]. For small-scale screening, hMCT1–TEV–GFP–His
10, hMCT4–TEV–GFP–His
10, hMCT8–TEV–GFP–His
10, and hMCT10–TEV–GFP–His
10 were expressed and grown in a 2 L cell culture using shaker flasks. Briefly, for each construct, a single colony of transformant was used to inoculate 5 mL of SD medium containing glucose (2 g/L), leucine (60 mg/L), and lysine (30 mg/L) and grown for 16 h at 30 °C until the OD
450 nm reached approximately 0.5–1.0. Next, 0.2 mL of the culture was transferred to 5 mL minimal medium without leucine and grown at 30 °C for 24 h to increase the plasmid numbers. Subsequently, the culture was scaled up to 100 mL in the same medium, grown for an additional 24 h, and used to inoculate 2 L of medium supplemented with amino acids (alanine (20 mg/L), arginine (20 mg/L), aspartic acid (100 mg/L), cysteine (20 mg/L), glutamic acid (100 mg/L), histidine (20 mg/L), lysine (30 mg/L), methionine (20 mg/L), phenylalanine (50 mg/L), proline (20 mg/L), serine (375 mg/L), threonine (200 mg/L), tryptophan (20 mg/L), tyrosine (30 mg/L), valine (150 mg/L), glucose (10 g/L), and glycerol (3%,
v/
v). Following consumption of glucose, the temperature was lowered to 15 °C, and protein expression was induced by supplementing the culture with 2% (
w/
v) (final concentration) galactose and allowed to grow for another 48–72 h. Subsequently, yeast cells were harvested by centrifugation at 5500×
g for 15 min at 4 °C. Cell pellets were resuspended in 0.9% (
w/
v) NaCl before final harvesting at 3000×
g for 10 min at 4 °C and stored at −80 °C. For small-scale screenings, a 2 L yeast culture typically yielded 6–8 g of wet cell pellet. Localization of expressed hMCT–TEV–GFP–His
10 was performed by live-cell bioimaging of GFP fluorescence in vivo using Nikon Eclipse E600 microscope (Nikon, Tokyo, Japan) equipped with an Optronics camera, (Muskogee, OK, USA).
2.3. Preparation of S. cerevisiae Crude Membranes and In-Gel Fluorescence
For small-scale screening of hMCT–TEV–GFP–His10 expression and purification, thawed yeast cell pellets were resuspended in ice-cold solubilization buffer (SB: 20 mM Tris-HCl pH = 7.0, 200 mM NaCl, 20% (v/v) glycerol, 5 mM β-mercaptoethanol (BME), 1 mM phenylmethylsulfonyl fluoride (PMSF), and SigmaFASTTM protease inhibitor cocktail (Sigma-Aldrich, St. Louis, MO, USA). Resuspended cell pellets were mixed with glass beads (diameter 0.4–0.8 mm) and subjected to rigorous shaking for 8 rounds of 2 min each on a LGG uniTEXER vortex. Following cell disruption, using vacuum filtration, the supernatant was collected, and the glass beads were washed in ice-cold solubilization buffer. Unbroken cells and cell debris were separated using centrifugation at 2000× g for 10 min at 4 °C. Crude membranes were then pelleted via ultra-centrifugation at 230,000× g for 4 h at 4 °C, resuspended in solubilization buffer using a Potter-Elvehjem homogenizer, and stored at −80 °C until purification. In-gel fluorescence for the GFP-tagged proteins was detected on crude membrane samples resolved by 4–20% SDS-PAGE (Thermo Fisher Scientific, Waltham, USA) where the gel was immediately visualized using the ImageQuant LAS 4000 imaging system at 400 nm wavelength.
2.4. Detergent Screening and F-SEC Analysis
Isolated membranes from all the hMCT–TEV–GFP–His
10 constructs were subject to detergent screening to test most efficient solubilization strategy as previously described [
27]. Briefly, the total protein concentration was estimated using the Bradford Assay (Sigma-Aldrich) and the crude membranes were diluted in solubilization buffer to a final concentration of 1 mg/mL. Small-scale detergent screens were performed using 0.5 mL of crude membranes rigorously rotated (120 rpm) for 90 min at 4 °C with 1 % (
w/
v) final concentration of n-hexadecyl-phosphocholine (FC-16), n-dodecyl-D-maltoside (DDM), 5-Cyclohexyl-1-Pentyl-β-D-maltoside (Cymal-5), n-nonyl-β-D-glucopyranoside (NG), n-octyl-β-D-glucopyranoside (OG) (from Anatrace, Maumee, USA), and 4-trans-(4-trans-propylcyclohexyl-cyclohexyl a-maltoside (PCC) (Glycon Biochemicals, Germany) with or without 0.2% (
w/
v) of cholesteryl hemisuccinate Tris salt (CHS) dissolved in solubilization buffer were used for the screening. Subsequently, insoluble material was removed by ultracentrifugation at 50,000×
g for 20 min at 4 °C. A total of 20 µL of supernatant collected from each protein was used to directly measure GFP fluorescence (excitation 485 nm, emission 520 nm) to assess solubilization efficiency. Solubilized supernatant was resolved on 4–20% SDS-PAGE and visualized on ImageQuant LAS 4000 imaging system to determine the molecular weight of the GFP fluorescent protein.
Fluorescence-detection size-exclusion chromatography (F-SEC) was carried out to determine dispersity of the sample solubilized from membranes in different detergents as previously reported. Briefly, 150 µL of solubilized membranes was filter-purified by centrifugation at 30,000× g for 10 min. Post-filtration sample was analyzed using size-exclusion chromatography (SEC), applying a Superose 6 10/300 GL column (Cytiva, Marlborough, USA) equilibrated with 50 mM Tris-HCl pH = 8.0, 300 mM NaCl, 10% (v/v) glycerol, 2 mM BME, and 0.03% (w/v) DDM attached to ÄKTA Pure system (Cytiva) equipped with a RF-20 A fluorescence detector (Shimadzu, Kyoto, Japan).
2.5. Large-Scale Production of hMCT10
Large-scale production of hMCT10–TEV–GFP–His
10 was carried out in 15 L bioreactors as previously published [
26]. Briefly, 100 mL of the yeast culture, as described for small-scale expression, was scaled up to 1 L in the same medium and grown for 16 h at 30 °C. Subsequently, the culture was used to inoculate 10 L of similar medium supplemented with 3% (
w/
v) glucose, 3% (
v/
v) glycerol, additional amino acids (except leucine), and inorganic salts and vitamins, and grown in Applikon fermenters connected to an ADI 1030 Bio Controller (Applikon Biotechnology, Delft, Netherlands), with the culture pH automatically maintained at 6.0. Subsequently, 18 h after inoculation, the cultures were supplemented with 1 L of 20% (
v/
v) glucose to further boost cell growth. Upon depletion of glucose, protein expression was induced by adding galactose to a final concentration of 2% (
w/
v). Cells were allowed to grow for another 96 h at 15 °C before harvesting through centrifugation at 3000×
g for 10 min and stored at −80 °C until further use. A typical 10 L yeast culture yielded approximately 200 g of wet cell pellet.
2.6. Large-Scale Purification of hMCT10
Large-scale purification of hMCT10–TEV–GFP–His10 was carried out using immobilized metal ion affinity chromatography (IMAC) based on crude membranes isolated from 50 g of fermenter-grown yeast cells. Membranes were solubilized for 4 h at 4 °C using a final concentration of 1% (w/v) t-PCCam and 0.2% (w/v) CHS dissolved in SB buffer in the presence of 5 mM Phe. The unsolubilized fraction was removed via ultracentrifugation at 118,000× g for 1 h at 4 °C. The solubilized membranes for hMCT10–TEV–GFP–His10 were then diluted 2 times in SB buffer to reduce the detergent concentration, and the NaCl concentration was adjusted to 500 mM to diminish unspecific binding to IMAC column. The prepared sample was loaded onto a 5 mL HisTrap HP column pre-equilibrated with IMAC buffer A (25 mM Tris-HCl pH = 8.0, 300 mM NaCl, 10% (v/v) glycerol, 2 mM BME, 0.01% PCC, and 2 mM Phe) attached to an Äkta Pure system (both from GE Healthcare). Bound protein was eluted in IMAC buffer B (25 mM Tris-HCl pH = 8.0, 300 mM NaCl, 10% glycerol, 2 mM BME, 0.01% (w/v) PCC, 2 mM Phe, 500 mM imidazole) by applying a linear gradient of imidazole (50–500 mM). The peak fractions from the elution were pooled and the protein concentration was estimated. Typically, 50 g of fermenter cells yielded about 20 mg of IMAC pure hMCT10–TEV–GFP–His10 protein. Subsequently, the GFP–His10 tag was cleaved trough 16 h incubation with TEV–His10-tagged protease mixed with the protein sample at a ratio of 1:5 (w/w) in a dialysis tube (Thermo Scientific, Waltham, USA) with dialysis against IMAC buffer A supplemented with 20 mM imidazole. Following cleavage, reverse IMAC (RIMAC) was performed to separate the cleaved protein (hMCT10) from the uncleaved hMCT10–TEV–GFP–His10, the free GFP–His10 tag, and the TEV–His10 tagged protease. Briefly, the salt concentration in the cleaved sample was adjusted to 300 mM and the imidazole concentration to 50 mM before loading the sample onto pre-equilibrated (IMAC buffer A) 5 mL HisTrap HP columns (Cytiva, Marlborough, USA). Next, the flow-through was collected and concentrated using Vivaspin concentrators (MWCO 50 kDa; Sartorius, Gottingen, Germany) to ~8 mg/mL. Subsequently, as a final stage of purification, concentrated RIMAC pure protein was applied to equilibrated (SEC buffer: 50 mM Tris-HCl, 200 mM NaCl, 5% (v/v) Glycerol, 2 mM BME, 0.0025% (w/v) LMNG) Superdex 200 Increase 10/300 column (Cytiva, Marlborough, USA). Individual SEC fractions were resolved on a 4–20% Tris-Glycine (Thermo Fisher, Waltham, USA) SDS-PAGE, and the protein purity was estimated.
4. Discussion
Membrane proteins constitute about 30% of the total human proteome and are known to be critically involved in a variety of cellular processes [
28,
29]. Hence, there is an ever-increasing interest in studying their structural properties to understand their function and their potential uses for drug design. Despite this deep-rooted interest, producing membrane proteins, especially those of human origin, in sufficient quantity and quality presents a bottleneck for structure–function drug-discovery studies. Therefore, compared to their soluble counterparts, membrane proteins remain relatively poorly characterized, conveying the need for the regular re-development of efficient, easy to handle, cost-effective, and reproducible means to produce significant yields of recombinant human membrane proteins.
Herein, we report a strategy to produce sufficient yields of the challenging hMCTs for downstream biophysical efforts. Despite decades of interest and research, the structural information available for hMCTs is limited and, for years, researchers depended on homology models to design small molecular inhibitors against this crucial class of protein. In the past few years, however, some experimental structures were determined which provided in-depth architectural information. These include structures of a distant bacterial homolog SfMCT, the pyruvate transporter hMCT2, and the monocarboxylate transporter hMCT1. While these structures represented a crucial breakthrough, they also highlighted the need to explore alternative, fast, and economical means of producing clinically relevant hMCTs for future structural and functional studies.
The hMCT2 and hMCT1 structures were determined using proteins expressed in mammalian expression system and insect Sf9 cells, respectively. While both these hosts are highly efficient in producing human proteins, they are also expensive and generate limited amounts of protein. The bacterial homolog SfMCT, on the other hand, was produced in
E. coli, which is both a cost-effective and easy to set up platform with which to produce proteins. However, its ability to produce stable and functional recombinant human proteins is limited for eukaryotic targets. In the present study, we aim to bridge the gap between economical and easy to set up protein production platforms to recover sufficient quantities of functionally relevant hMCTs. We show that the
S. cerevisiae-based heterologous expression system offers high yields of hMCTs while requiring simpler culture conditions and significantly lower costs. Previously, other classes of membrane proteins have been successfully produced in this platform and used to deliver crystal (human aquaporin 10) and cryo-EM (human chloride channel ClC-1) structures [
26,
28].
We adopted a systematic approach to gain the efficient overproduction of hMCTs in the S. cerevisiae expression system, starting with optimal plasmid construction, yield investigation, detergent screening, and protein stability optimization. Downstream of overproduction, we applied affinity purification, SEC-based assessment, and, ultimately, functional analysis of the most promising target.
All hMCT constructs were engineered with full-length sequences codon-optimized for S. cerevisiae, a strategy commonly used to boost production levels. Additionally, a C-terminal-cleavable TEV–GFP–His10 tag was included in all constructs to allow downstream yield estimation, protein localization, detergent screening, solubility assessment, and, ultimately, affinity purification. The initial small-scale expression screen carried out in flasks immediately indicated the suitability of the system to express the selected hMCTs with production levels ranging from 7.5 to 16 mg of protein per liter of cell culture. Such yields are highly encouraging for the recombinant production of human membrane proteins. We were also able to observe differences in the localization of the four hMCTs, with hMCT1 and hMCT4 localizing in both the plasma membrane and the intercellular compartments while hMCT10 localized primarily in the plasma membrane. The accumulation of recombinant human membrane proteins in different compartments is common in such a system and is in accordance with the previously reported cellular locations of hMCTs.
In order to achieve a sufficient quantity and stability of hMCTs, we sought to identify suitable membrane-extraction strategies using a commonly used classes of detergents. We observed that, overall, hMCTs are not highly resistant to extraction from yeast membranes, as the efficiency of extraction was always over 20%, even under the least-suitable conditions. The zwitterionic detergent FC-16 provided the highest solubility of almost 100% for all four hMCTs tested with no additional optimization. However, this detergent is known to be harsh for membrane proteins and, therefore, was not considered for downstream purification studies. Initially we observed that the presence of cholesterol (CHS) during solubilization had a positive impact on the efficiency of solubilization and protein stability for all four targets. This suggests that CHS enhances the fluidity of the yeast membranes, allowing more efficient extraction, and it may even associate and stabilize the hMCTs.
As hMCTs are solute transporters, we predicted that the presence of suitable solutes during detergent and stability screens may improve solubilization efficiency. We observed that, in the case of the monocarboxylate transporters hMCT1 and hMCT4, the addition of lactate and pyruvate at a concentration of 10 times the known K
d resulted in a significant boost in the membrane extraction of each of the two targets. However, this enhancement was not always accompanied by an improvement in the protein stability as visualized in the F-SEC analysis, indicating that hMCT1 and hMCT4 may require additional binding partners to attain stability. Indeed, hMCT1 and hMCT4 are known to have as ancillary proteins embigin and basigin, which are required to achieve stability and functionality. Thus, additional optimization of the screen with the ancillary proteins either co-expressed or included during solubilization could be carried out to even further augment the protein stability. However, for the purpose of our studies, the improved solubilization and stability achieved in the presence of lactate and pyruvate alone was sufficient. Similarly, the presence of the aromatic amino acids Phe and Trp greatly stimulated the solubilization efficiency of hMCT10 from yeast membranes. Interestingly, especially in the case of Trp, this boost in membrane extraction was accompanied by an increase in protein stability, an observation that is congruent with our earlier hypothesis, as hMCT10 is not known to have any ancillary proteins. However, since Trp is known to have an affinity for nickel and, hence, may interfere during affinity chromatography, we resorted to using Phe throughout solubilization and purification of hMCT10 [
33,
34].
Affinity chromatography of the clinically relevant hMCT10 yielded significant yields of reasonably pure C-terminal-tagged protein. The placement of the tag on the N- versus the C-terminus was shown to improve protein quantities in previous studies and can also be an asset in cases where the TEV cleavage is inefficient. However, in the case of hMCT10, the TEV cleavage was almost complete with the designed construct, hence eliminating the need to redesign the construct. Nevertheless, additional studies can be carried out with an N-terminal tag to assess its effect on protein yields. Moreover, a quality of the cleaved hMCT10 was achieved after the RIMAC was assessed in the presence of PCC + CHS and Phe. The cleaved hMCT10 in the presence of Phe displayed a highly encouraging homogenous and symmetrical SEC peak complemented by high purity, as visualized using SDS-PAGE. Finally, at least for hMVT10, this procedure can also be applied using DDM, and the protein is also compatible with detergent exchange to LMNG.
Collectively, our results provide the basis to set up an economical, efficient, and easy-to-handle S. cerevisiae-based platform to produce milligrams of functionally active recombinantly produced hMCTs in the purity and quality necessary for structural and functional studies. Thus, our strategy provides a reasonable alternative to current methodologies of producing hMCTs for downstream biophysical characterization efforts.