- Open Access
A fission yeast cell-based system for multidrug resistant HIV-1 proteases
Cell & Bioscience volume 7, Article number: 5 (2017)
HIV-1 protease (PR) is an essential enzyme for viral production. Thus, PR inhibitors (PIs) are the most effective class of anti-HIV drugs. However, the main challenge to the successful use of PI drugs in patient treatment is the emergence of multidrug resistant PRs (mdrPRs). This study aimed to develop a fission yeast cell-based system for rapid testing of new PIs that combat mdrPRs.
Three mdrPRs were isolated from HIV-infected patients that carried seven (M7PR), ten (M10PR) and eleven (M11PR) PR gene mutations, respectively. They were cloned and expressed in fission yeast under an inducible promoter to allow the measurement of PR-specific proteolysis and drug resistance. The results showed that all three mdrPRs maintained their abilities to proteolyze HIV viral substrates (MA↓CA and p6) and to confer drug resistance. Production of these proteins in the fission yeast caused cell growth inhibition, oxidative stress and altered mitochondrial morphologies that led to cell death. Five investigational PIs were used to test the utility of the established yeast system with an FDA-approved PI drug Darunavir (DRV) as control. All six compounds suppressed the wildtype PR (wtPR) and the M7PR-mediated activities. However, none of them were able to suppress the M10PR or the M11PR.
The three clinically isolated mdrPRs maintained their viral proteolytic activities and drug resistance in the fission yeast. Furthermore, those viral mdrPR activities were coupled with the induction of growth inhibition and cell death, which could be used to test the PI activities. Indeed, the five investigational PIs and DRV suppressed the wtPR in fission yeast as they did in mammalian cells. Significantly, two of the high level mdrPRs (M10PR and M11PR) were resistant to all of the existing PI drugs including DRV. This observation underscores the importance of continued searching for new PIs against mdrPRs.
HIV-1 Protease (PR) is an aspartic protease that normally presents as a homodimer with each subunit consisting of 99 amino acids (12kD) . The active enzymatic site lies between two identical subunits and its activity can be blocked by the competitive binding of a specific PR inhibitor (PI) such as Indinavir (IDV) . The primary function of HIV-1 PR is to proteolyze viral Gag-Pol polyprotein for the production of viral enzymes (reverse transcriptase, PR and integrase), structural proteins and the maturation of infectious viral particles [3–6]. Thus, HIV-1 PR is an essential enzyme for viral reproduction. Because of the important role of HIV-1 PR in HIV-1 infection, it is a major therapeutic target for antiretroviral therapies (ARTs). Indeed, HIV-1 PI is currently one of the most effective class of anti-HIV drugs. Monotherapy with PI alone can reduce HIV-1 viral loads by several logs . When a PI drug is used in combination with other classes of anti-HIV drugs in treating HIV-infected patients, HIV-1 viral loads could be reduced to a level that often cannot be detected by the conventional laboratory methods [8, 9].
In spite of the tremendous progress we have made in ARTs, one of the main challenges to the success of ARTs is viral multidrug resistance (MDR) to the anti-HIV drug targets such as PR. The viral multidrug resistant PRs (mdrPRs) are developed primarily due to the continued emergence of viral gene mutations upon prolonged ARTs [10, 11]. Multidrug resistant HIV has been found in a significant portion of the adult populations in Africa that ranged from 10.6% to more than 50% . HIV with MDR has also been found in pediatric patients globally . Thus, constant effort is required to fight MDR.
One of the reasons why HIV-1 PRs are prone to the emergence of drug resistance is because all of the FDA-approved first generation PI drugs (1stPIs) are relatively weak inhibitors. They are small peptidomimetic drugs that were designed to mimic the natural HIV-1 PR substrates to compete bindings of the active enzymatic site . Upon prolonged ART, the PR viral gene mutations could alter the configurations of the active enzymatic site that render the PIs non-effective in fitting into the active site. For example, a single I84V PR mutation could result in cross viral drug resistance to Fosamprenavir (FOS), Indinavir (IDV), Atazanavir (AZV), and Tipranavir (TPV) [15–17]. Consequently, none of the 1stPIs are able to combat MDR. The second generation PIs (2ndPIs) are non-peptide P2 ligand-based small molecule drugs that were designed to combat MDR based on a new “backbone-binding” concept [17, 18]. This concept is based on the premise that if a P2 ligand-based PI binds to the S2 (or its symmetric counterpart S2’) subsite of the active enzyme with the maximum hydrogen-bonding affinity, it will prevent the PR from accessing its natural viral substrates thus inhibiting the HIV-1 PR activity. In addition, the tight P2-S2 binding affinity to the PR makes it more tolerable to viral PR gene mutations thus increasing the genetic barrier to the development of MDR [19, 20]. This new theory led to the development of the latest PI drug Darunavir (Prezista™, DRV) that was approved by FDA. Indeed, DRV inhibited mdrPRs even when most of the 1stPI drugs failed. It also had a higher genetic barrier to the development of MDR than the other PI drugs .
In spite of these encouraging developments, MDR continues to occur including resistance to DRV [22–25]. For example, a clinical isolate that contains 20 multidrug resistant PR (mdr PR) gene mutations was shown to exhibit extreme resistance to many of the PI drugs [22–24]. An in vitro selection study also showed that high levels of DRV resistance can be artificially selected in the laboratory . These disturbing observations suggested that we need to continue developing new PIs that combat viral MDR.
Fission yeast (Schizosaccharomyces pombe) has been used as a model system in our laboratory to study the effects of HIV-1 viral protein R (Vpr) on cell proliferation, cell cycle G2/M regulation, and cell death/apoptosis over two decades [26–30]. A fission yeast cell-based high throughput screening system (HTS) for HIV-1 Vpr was developed . This HTS platform was later adapted by the Molecular Libraries Probe Production Centers Network in the Molecular Libraries Program at NIH. Most recently, we showed for the first time that the wild type HIV-1 PR (wtPR) proteolyzes the HIV-1 viral substrates in fission yeast in the same manner as it does in the mammalian cells [32, 33]. As a follow-up of this initial finding, in this study, our primary goal was to develop a fission yeast cell-based system for functional analysis of HIV-1 mdrPRs. Our second objective was to validate and test some of the newer and 2ndPIs in the established fission yeast system. Our long-term goal is to use the established fission yeast cell-based system for the development of high throughput screening system for new PI drug discovery and for testing of new PIs that are able to continue combatting viral MDR.
HIV-1 mdrPRs cleave the same indigenous viral protein substrates in fission yeast
Our prior results have shown that the wtPR cleaved the indigenous HIV-1 MA↓CA (DSQNY↓PIVQ) and p6 (DSFNF↓PQIT) viral targets in the fission yeast as it does in the HIV-1 infection of mammalian cells, suggesting that the protease activity of HIV-1 wtPR in fission yeast was similar to that in mammalian cells . The experiment conducted here was aimed to test whether the three clinically isolated HIV-1 mdrPRs were also functional as PR enzymes in fission yeast. The same set of HIV-1 PR cleavage viral targets as described before for testing of the wtPR was used. Briefly, a “green fluorescent protein (GFP) re-localization assay” was used to specifically measure the proteolytic enzymatic activities of the HIV-1 PR in fission yeast. In this assay, two HIV-1 PR natural viral substrates MA↓CA and p6 were used to generate the “GFP-MA-Vpr” or the “GFP-p6-Vpr” gene fusion, in which each encodes a GFP for fluorescent detection, a MA↓CA (DSQNY↓PIVQ) or a p6 (DSFNF↓PQIT) substrate sequence , and a HIV-1 Vpr protein that is predominantly localized to the nuclear membrane . Therefore, by design, without the PR, the production of these two fusion proteins in fission yeast will produce a “ring-like” structure on the nuclear membrane because of the property of Vpr, i.e., the “Vpr pattern” (Fig. 1A). Conversely, separation of GFP from Vpr due to the PR cleavage at either the MA↓CA (DSQNY↓PIVQ) or the p6 (DSFNF↓PQIT) substrate site will lead to the “GFP pattern,” i.e., with uniform distribution throughout cells . Note that our early test results showed that the PR-mediated cleavages on the MA↓CA (DSQNY↓PIVQ) and on the p6 (DSFNF↓PQIT) substrates were target specific, and the wtPR by itself did not interfere with the intracellular localization of GFP or GFP-tagged Vpr in the fission yeast . Therefore, we were able to measure the specific enzymatic activities of HIV-1 mdrPR as designed.
Indeed and as expected, both fusion protein constructs showed the “Vpr patterns” when no HIV-1 PRs were produced, suggesting the GFP-MA-Vpr or the GFP-p6-Vpr fusion protein was intact (Fig. 1B, upper rows). However, when either the wtPR or the mdr PR were expressed in the fission yeast cells, the GFPs uniformly distributed throughout the cells that displayed the “GFP pattern”. The observed re-localization of GFP from the “Vpr pattern” to the “GFP pattern” suggested the HIV-1 PR-mediated cleavages resulted in separation of the Vpr from the GFP (Fig. 1B-a). Similar transitions from the “Vpr pattern” to the “GFP pattern” were also seen in the GFP-p6-Vpr fusion protein construct in both the wtPR- and the mdrPRs-producing cells (Fig. 1B-b).
To test whether HIV-1 mdrPRs retained their drug resistant status to some of the well-known PIs, an FDA approved PI, Indinavir (IDV, Crixivan™) was used to examine whether it could block the proteolytic HIV-1 mdrPR activities toward the GFP-MA-Vpr or the GFP-p6-Vpr construct (Fig. 1B). When IDV was added to the wtPR-producing cells, it prevented the wtPR protein cleavage activities . This inhibitory activity was reflected by the reversion of the “GFP pattern” back to the “Vpr pattern”. In contrast, the same IDV treatments had no effects on the proteolytic activities of the M7PR, M10PR and M11PR as the cleavages of the fusion protein constructs were evident (Fig. 1B). These observations suggested these mdrPRs were still resistant to IDV. Together, these data showed that these three clinical mdrPR isolates maintained their viral proteolytic activities and drug resistance in the fission yeast.
Production of HIV-1 mdrPRs prevent yeast colony formation, cell growth and lead to cell death
In our earlier report, we observed that HIV-1 wt PR gene overexpression prevented yeast colony formation and cell proliferation leading to cell death [32, 33]. Here we would like to test whether HIV-1 mdrPRs would have the same effects on the fission yeast as the wtPR. A yeast colony formation assay was first used to test potential effects of the HIV-1 mdrPRs on cellular growth on agar plate. Prior to the test, the production of HIV-1 mdrPR proteins in each respective strain was first verified by the western blot analysis. As shown in Fig. 2A-a, a single band of 12 kDa protein was detected reacting to the anti-PR monoclonal antibody in each one of the pYZ1N-PR carrying fission yeast strains when they were under the gene-inducing (PR-on) condition without thiamine. In contrast, no PR protein band was seen when thiamine was added to suppress the PR gene expressions in the same cells (PR-off), indicating the specific PR protein production under the inducible nmt1 promoter. Also note that the PR protein levels were very similar among all four PR-producing cells. The yeast colony formation was first measured in the PR-suppressive (PR-off) medium (Fig. 2A-b). Normal size colonies were seen in both of the wtPR and mdrPR cells (top). In contrast, when the same amounts of cells were plated on the PR-inducing (PR-on) agar plates, little or no colonies were observed (bottom).
To test whether the mdrPRs retained their status of drug resistance while they conferred the observed inhibitory effects on cellular growth and colony formation, IDV was added. As expected, when IDV was added to the agar plates producing the mdrPR at increasing concentrations between 40 and 400 µg/mL, colony formations were restored only on the wtPR-producing plate (Fig. 2A-b, left top). However, it had no reversing effects on any of the mdrPR-producing plates under all three different IDV concentrations, suggesting that these three mdrPRs remained resistant to IDV.
To have a more comprehensive understanding toward the effects of HIV-1 mdrPRs on cellular proliferation, the fission yeast cellular growth kinetics was measured. Same as the wtPR [32, 33], the expression of all three mdrPRs individually completely blocked cellular growth (Fig. 2A-c, closed circles). Conversely, the same cells under the PR-suppressing (PR-off) conditions grew normally with nearly indistinguishable growth kinetics (Fig. 2A-c, open circles). However, when IDV was added to the PR-producing medium prior to the gene induction, it completely reversed the effect of HIV-1 wtPR on the cellular growth but it had no effect on the mdrPRs (Fig. 2A-c, triangles).
We next tested whether, like the wtPR, prolonged HIV-1 mdr PR expression kills fission yeast cells. A commercial yeast live/dead viability assay was used to determine the status of intracellular metabolism . As shown in Fig. 2B, when no mdrPRs were produced in the fission yeast, cells showed an orange-red color suggesting viable and actively respiring cells (Fig. 2B, left column). However, 24 h after the HIV-1 mdr PR genes were induced, the fission yeast cells turned to the greenish yellow (Fig. 2B, middle column) indicating that those cells were metabolically dead. Same as the inhibitory effect of IDV on PR-induced growth arrest, when IDV was added to the PR-producing medium prior to the gene induction, it completely prevented the wtPR-induced cell death as those cells remained orange-red. In contrast, the same treatment of IDV to the mdrPR cells had no effects on the mdrPRs-induced cell death because all of those cells turned into the same greenish yellow colors as the dead cells (Fig. 2B, right column). These observations suggested that the production of HIV-1 mdrPRs in the fission yeast prevented the colony formation and cell proliferation that led to cell death.
Expression of HIV-1 mdr PRs induce cellular oxidative stress and changes in mitochondrial morphology
To explore the molecular mechanism underlying HIV-1 mdrPR-induced cell death, possible intracellular stress induced by HIV-1 mdrPRs was determined by the production of oxidative stress species (ROS) . A ROS-specific dye, dihydroethidium (DHE), which produces red fluorescence in the presence of ROS, was used to measure cellular oxidative stress in the mdr PR-expressing cells. As shown in Fig. 3a (left two columns), 24 h after the mdr PR gene induction, strong red fluorescence was detected in both of the wt PR- and the mdr PR-expressing cells; whereas no red fluorescence was observed in the control cells (Fig. 3a, top row), suggesting that HIV-1 mdrPRs indeed induced the ROS production in the fission yeast. Consistent with the notion that the PR-induced ROS production was due to the PR enzymatic activities, the IDV treatment prior to the PR gene inductions prevented the production of ROS in the wtPR but not in the mdrPRs (Fig. 3a, right two columns).
Since HIV-1 wtPR also induces alteration of mitochondrial morphologies in fission yeast cells , we tested whether the mdrPRs have any effects on the mitochondrial morphology of the fission yeast cells. Morphology of fission yeast mitochondria was visualized by staining with a mitochondria-specific dye, 2-(4-dimethylaminostyryl)-1-methylpyridinium iodide (DASPMI) [29, 36]. Consistent with previous descriptions of normal fission yeast mitochondrial morphologies , the mitochondria in the control cells appeared as tubular networks extending along the periphery of the cells (Fig. 3b, top row). In contrast, the mitochondria aggregated in both of the wt PR and the mdr PR-expressing cells (Fig. 3b, left column), indicating abnormal mitochondrial morphologies. Consistent with the drug resistant status of the testing mdrPRs, the IDV treatment reversed the effect of the wtPR but not the effects of the mdrPRs (Fig. 3b, right column). Therefore, similar to the wtPR, the mdrPRs also caused changes in mitochondrial morphology in fission yeast cells.
The second generation protease inhibitors darunavir and its derivatives suppress the M7PR but not the M10PR or M11PR
One of the ultimate goals of this study was to develop a fission yeast cell-based system that would allow us to test new PIs against those HIV-1 proteases that are already resistant to the existing protease inhibitory drugs. By developing different fission yeast strains that contain PRs with various levels of drug resistance, we were hoping to provide a platform to test the drug resistance of HIV-1 PR activities at low (M7PR) and high (M10PR or M11PR) levels of MDR.
To test this possibility, we tested six 2ndPIs that included an FDA-approved drug, DRV and five research grade protease inhibiting compounds UIC-94003, GRL-044-10A, GRL-0249A, GRL-0489A and GRL-0159A (Fig. 4A). They are all P2 ligand-based PI compounds. The five research grade PIs are structurally related to DRV. The design and synthesis of those compounds were part of the effort to improve the P2-S2 bindings in order to escalate the genetic barrier to the development of MDR . The UIC-94003 and GRL-044-10A are in the same structural class as the DRV; the GRL-0249A and GRL-0489A are in the group of cyclopentyl-THF (cpt-THF); and the GRL-0159A is unique . Some of these inhibitors have been tested previously in mammalian cells and showed various degrees of inhibitory activities against HIV-1 mdrPRs [17, 37, 38].
To test whether these compounds had the same inhibitory effects in fission yeast as they did in mammalian cells, both of the wtPR- and mdrPR-producing yeast cells were treated with 200 µM of each compound prior to gene induction. The effects of these newly synthesized PIs on HIV-1 PR-induced growth arrest were measured against the wtPR and three mdrPRs by using a liquid growth assay. The yeast growth was measured by OD650 at 48 h (Fig. 4B) or over a time period of 16–72 h after the drug treatments (Additional file 1: Figure S1). No drug treatment and the DRV treatment were used here as the negative and positive controls, respectively. Consistent with the testing results in mammalian cells, all six compounds restored cellular growth in the wtPR-producing cells (Fig. 4B-a). Interestingly, however, different levels of suppression were observed among those compounds in the M7PR-producing cells (Fig. 4B-b). While DRV partially diminished the M7PR-induced growth arrest, the UIC-94003 showed the strongest suppression against the M7PR with nearly 80% recovery of the cellular growth and the GRL-0489A showed the second strongest suppression against the M7PR with about 60% recovery of the cell growth. However, none of the six compounds had any clear suppression activities against the M10PR or the M11PR (Fig. 4B-c-d; Table 1). Longitudinal testing of these 6 compounds against the mdrPR-induced growth arrest over time (Additional file 1: Figure S1) revealed essentially the same information as shown in Fig. 4B.
Since the compound UIC-94003 showed the strongest suppression against the M7PR-mediated growth arrest, we decided to test whether this compound could also block the proteolytic activities of the wtPR or the M7PR. We also picked GRL-0249A for the comparison purpose because it showed little or no suppression against the M7PR. In addition, the DRV treatment was used as a positive control and no drug treatment was used as a negative control, respectively. The effect of these two compounds on HIV-1 PR-mediated protein cleavages was tested by using the GFP-p6-Vpr fusion protein construct as described in Fig. 1A. The PR enzymatic activities were visualized by monitoring the cellular distribution of the GFP under fluorescent microscopy 20 h after the gene induction. As shown in Fig. 4C-a, the control wtPR-producing cells cleaved the GFP-p6-Vpr fusion protein construct as expected and showed the “GFP pattern” (Fig. 4C-a, left top). The treatment of the same wtPR-producing cells with any one of the three compounds completely blocked the wtPR activities resulting in the “Vpr pattern”. In contrast, only UIC94003 and DRV were able to block the M7PR-mediated protein cleavages (Fig. 4C-b, lower); whereas the GRL-0249A showed no sign of suppression against the M7PR-mediated cleavage (Fig. 4C-b, upper). Therefore, these testing results shown here suggested that, consistent with some of the prior mammalian results [17, 37, 38], all 6 PIs displayed inhibitory activities against the wtPR. However, besides DRV, only the UIC-94003 and the GRL-0489A showed appreciable suppression activities against the M7PR. None of the 6 PIs showed inhibitory activities against the M10PR and the M11PR that contained high levels of numbers of PR multidrug resistance.
Altogether, these data suggested that the mdr PR-expressing fission yeast cells described here are suitable to be used as a cell-based system to measure the mdrPR-specific activities or to test the new PIs against MDR.
In this study, we demonstrated that three clinical isolates of the mdrPR (M7PR, M10PR and M11PR), when produced in the fission yeast, maintained their abilities to proteolyze their natural viral substrates, i.e., the MA↓CA (DSQNY↓PIVQ) or the p6 (DSFNF↓PQIT) (Fig. 1B). While they kept their normal enzymatic functions in fission yeast, they also retained their drug resistance. The drug resistant status of these three mdrPRs was supported by the observation showing that the IDV treatment suppressed all of the wtPR-mediated protein cleavages and cytotoxic activities; whereas it had no suppressive effects on the effects of those mdrPRs (Figs. 1, 2, 3). We further showed that the expression of these three mdr PR genes in the fission yeast prevented the yeast colony formation and cellular growth (Fig. 2A) that ultimately led to cell death (Fig. 2B). Mechanistic analyses suggested that the mdrPR-induced cell death were caused by the induction of the ROS production due to the oxidative stress (Fig. 3a) or by the interruption of mitochondrial morphologies (Fig. 3b). Furthermore, the viral PR enzymatic activities appeared to couple with the induction of growth inhibition and cell death, as the IDV and DRV treatments not only prevented the wtPR or the M7PR-mediated proteolysis (Figs. 1B, 4C), but they also restored cell growth of the fission yeast cells (Figs. 2C, 4B). This intrinsic coupling provided an opportunity for us to use the PR-induced proteolysis and the cell inhibition as the endpoints to measure the PI activities. Indeed, we subsequently showed that the 2ndPIs, DRV or its five derivatives were able to inhibit the M7PR-mediated activities in addition to the wtPR (Fig. 4; Additional file 1: Figure S1). Those results were in general agreement with the inhibitory profiles of these compounds in mammalian cells [17, 37, 39]. Note that the three mdrPRs described here are naturally occurring PRs that were isolated directly from the HIV-infected patients. Thus one significant finding we reported here is the fact that two of the mdrPRs (M10PR and M11PR) were resistant to all of the existing PI drugs including the 2ndPI drug, DRV (Table 1, Fig. 4; Additional file 1: Figure S1). DRV was designed and approved by FDA to battle multidrug resistance. This observation certainly underscores the importance of continued searching for new PIs that combat mdrPRs .
The molecular mechanism of how overexpression of HIV-1 mdrPRs cause fission yeast cell death is still not well understood at the moment. However, results of this report on mdrPRs and our earlier study on the wtPR  suggested that mdrPR-induced cell death in fission yeast was reminiscent of PR-induced apoptosis in mammalian cells [29, 40]. This was evident by the fact that HIV-1 mdrPRs not only triggered the ROS production but also caused mitochondrial changes that were linked to apoptosis [29, 41]. Given the fact that the PIs are able to block mdrPR-induced cell death, this cell death must require the PR enzymatic activity. Therefore, it is highly likely that HIV-1 PR-induced cell death in fission yeast is at least in part the result of mdrPR enzymatic cleavages of host cellular proteins. Indeed, through a genome-wide search of multicopy suppressor of HIV-1 wtPR, we found that overproduction of a fission yeast kinase Hhp2 indeed suppressed wtPR-induced cell death in fission yeast .
The HIV-1 PR activities have previously been described in both budding yeast and fission yeast [32, 33, 42, 43]. However, only the wtPR activities have been shown in fission yeast [32, 33]. The current study was built upon our initial findings on the wtPR and further to examine activities of the mdrPRs that were isolated from HIV-infected patients. Thus, this is the first report to show multidrug resistance of HIV-1 PR activities in fission yeast. As expected, the mdrPRs showed the same enzymatic activities as the wtPR, and the overall effects of the mdrPRs on fission yeast cellular functions were essentially the same as the wtPR. However, all three mdrPRs retained their status of drug resistance as they showed in human cells. This observation is significant because it now allows us to use the established fission yeast mdrPR-producing cells for the measurement of drug resistance profile of new PIs.
The effects of HIV PRs shown in the fission yeast are somewhat different from that shown in the budding yeast. In budding yeast, HIV-1 PR induces yeast cellular growth arrest that leads to cell lysis. The cell lysis beaks the cell wall and causes the alteration of the plasma membrane, leading to the release of cell contents into the medium . Although HIV-1 PR also prevented cell proliferation and induced cell death in fission yeast (Fig. 2), no cell lysis was seen . This difference between the two yeasts could be due to, at least in part, the relative thick cell wall of fission yeast. Because the fission yeast cells remain intact with the production of HIV-1 PR, the potential advantage of using the fission yeast over the budding yeast is that all of the tests are within cells. Therefore, it is relatively easy to maintain a constant and effective PI drug concentration. The downside of using fission yeast is also because of its thick cell wall. Depending upon the molecular structure of a small molecule, sometimes, much higher PI drug concentrations than that normally used in mammalian cells have to be used to achieve the same inhibitory effect. The actual effective drug concentration varies depending upon the molecular weights and structures of the small molecule. However, this should not be a functional concern for drug testing, because the effects shown by some of the PIs in the fission yeast were in general agreement with the results of mammalian cells [17, 37, 39]. This was further supported by the fact that the IDV effectively inhibited the specific effects of HIV-1 PRs in a dose-dependent manner (Fig. 2A) . Nevertheless, calibration is needed for the comparison of IC50 that is generated from fission yeast with that of mammalian cells. Note that the IC50 can also be calculated in the fission yeast system either based on the % of cellular growth and/or the % of proteolytic cleavages of the substrates induced by HIV-1 PRs . However, there was no need to calculate IC50 here because none of those new PI compounds inhibited the M10PR or the M11PR.
By using the same fission yeast system, we have previously developed a similar drug testing system for HIV-1 Vpr . That platform was later selected by the NIH’s Molecular Libraries Program. More than 400,000 compounds were successfully screened using the established fission yeast cell-based system. A number of lead compounds were identified as the results. They are currently under evaluation.
There are a number of potential advantages of using fission yeast as a cell-based system to study MDR of HIV-1 PRs. Fission yeast is a simple and unicellular organism with cellular functions that in many ways resemble mammalian cells [44, 45]. For example, fission yeast has been used broadly as a model system to study mammalian cell biology. Knowledge gained from this model organism has contributed significantly to the field of cancer biology [46–48]. Fission yeast cells grow much faster than mammalian cells and are easy to maintain in the laboratory. Because of the simplicity and amenability of the fission yeast, the described mdrPR activities in fission yeast could open up the possibilities for us to test new protease inhibiting drugs against those HIV-1 proteases that are already resistant to many of the existing protease inhibitory drugs. Another major advantage of a cell-based assay is that it is able to eliminate those compounds that confer cytotoxicity to yeast cells. Here we have chosen the three mdrPRs for the study because they were isolated directly from HIV-infected patients. They represented different levels of naturally occurring MDR to the current antiretroviral regimens (Table 1). By using the low (M7PR) and high (M10PR or M11PR) levels of mdrPRs as described here, these new platforms may enable us to evaluate the strength of new PIs against different levels of MDR.
Indeed, in this study, we validated the established fission yeast system by the use of the latest FDA-approved PI drug DRV. The DRV treatment not only inhibited the wtPR activities but also reversed the effects of the M7PR (Fig. 4). Similar to the DRV effect, all other 5 research grade PIs (UIC-94003, GRL-044-10A, GRL-0249A, GRL-0489A and GRL-0159A) were also able to suppress, with various degrees, the wtPR- and the M7PR-mediated proteolysis and growth inhibition (Fig. 4B; Additional file 1: Figure S1). In fact, these testing results in the fission yeast were in general agreement with some of the previous mammalian results [17, 37, 39]. For example, similar to the DRV effect, the UIC-94003 also suppressed the wtPR-mediated activities in the fission yeast. However, it showed stronger inhibition of the M7PR than the DRV in both fission yeast and mammalian cells (Fig. 4B; Additional file 1: Figure S1) [17, 37]. The UIC-94003 was derived from the P2-ligands with incorporation of (R)-(hydroxyethyl)sulfonamide isostere . Interestingly, DRV was actually derived from UIC-94003. It was a product of the combination of the bis-THF ligand and (R)-(hydroxyethyl)sulfonamide isostere with a P2’ sulfonamide functionality . Similarly, a slight better suppression effect of the GRL-0489A than DRV was also observed against the M7PR both in the fission yeast and in the mammalian cells (Fig. 4B; Additional file 1: Figure S1) . Different from DRV and UIC-94003, the GRL-0489A was incorporated with a C3-substituted 3-(R)-hydroxyl group [17, 37].
Interestingly, none of these 6 new 2ndPIs were able to suppress the M10PR- and M11PR-mediated activities in the fission yeast (Fig. 4B; Additional file 1: Figure S1). However, this finding is not totally surprising because viral multidrug resistance to the existing PIs including the DRV has been previously reported [22–25]. For example, a clinical isolate that contains 20 mdr PR gene mutations exhibited extreme resistance to many of the PI drugs [22–24]. An in vitro selection study also showed that high levels of DRV resistance can be artificially selected in the laboratory . What is new here, however, is the fact that the described high level of MDR is not an artificially selected effect but rather an actual clinical situation where those mdrPRs were isolated directly from HIV-infected patients.
In summary, we have described activities of three clinically isolated mdrPRs in fission yeast. These mdrPRs exhibited the same enzymatic activities as the wtPR in the fission yeast and in mammalian cells. Moreover, they retained their abilities to confer drug resistance. With the demonstration of their functional relevance and drug resistance in fission yeast, conceivably, we could use these established fission yeast strains for the development of HTS drug screening systems for future discovery of new PIs. The fact that the described mdrPRs were isolated directly from HIV-infected patients and none of the six 2ndPIs including DRV were able to suppress the M10PR or M11PR, highlights the importance of continued searching for new PIs against MDR. Therefore, our scientific contributions described in this report are two folds: (1) we described, for the first time, a fission yeast cell-based system for HIV-1 mdrPRs, and (2) the mdrPR we used in our system were novel targets. They were resistant to all of the existing PI drugs including the 2ndPI drugs such as DRV and they were isolated directly from HIV-infected patients.
Fission yeast strains, plasmid vectors and gene expression
All of the fission yeast stains used in this study are summarized in Table 2. A commonly used wild type fission yeast strain SP223 (h-, ade6-216, leu1-32, ura4-294) was used to generate all of its derivatives in this study . Standard complete yeast extract with supplement (YES) medium, Edinburgh Minimal Medium (EMM), Pombe Glutamate Medium (PMG) supplemented with adenine, uracil, leucine, thiamine (20 µM), or G418, when necessary, were used for yeast cell growth and plasmid selections.
Fission yeast expression plasmid vectors pYZ1N and pYZ3N have been previously described  and were used in this study for gene expression and proteolytic studies. Both of these two plasmids carry a thiamine repressible no message in thiamine (nmt1) promoter where HIV-1 mdr PR genes were only expressed upon gene induction. Gene expression can be specifically induced or repressed in the absence or presence of 20 µM thiamine [53, 54]. The plasmids pYZ1N and pYZ3N (for GFP-fusion) carry a LEU2 gene as a selection marker. All yeast plasmid transformation was done by electroporation using a BTX electro cell manipulator (ECM) 600 System protocol 0226 . Anti-HIV PR mouse monoclonal antibody was purchased from Abcore Co. (Ramona, CA; Cat NO. 11-302-C100).
Isolation of multidrug resistant HIV-1 proteases (mdrPR) and protease inhibitors (PIs)
All of the multi-drug resistant HIV-1 protease genes were isolated from normally discarded clinical plasma samples of HIV-1 infected patients who were cared at the University of Maryland Medical Center. This study was thus considered as waived study by the Institutional Review Board because all of the patient’s protected health information has been removed. Genotypic and predicted drug resistant profiles of the isolated HIV-1 mutant proteases are summarized in Table 1. The wild type HIV-1 protease gene was isolated from the commonly used HIV-1 plasmid pNL4-3 and used as a control in this study.
An FDA-approved 1stPI drug, Indinavir (IDV, Crixivan™), was used primarily to demonstrate drug resistance of the isolated mdrPRs. Another FDA-approved 2ndPI drug, Darunavir (DRV, Prezista™) was used as a positive control because it has been shown to inhibit a wide spectrum of the drug-resistant proteases [49, 56]. Some of the experimental PIs (UIC-94003, GRL-0489A, GRL-0249A, GRL-0159A, and GRL-044-10A) have been tested in mammalian cells (Fig. 4A) [17, 37, 39]. All PI compounds were dissolved in 5% DMSO and stored in −20 °C with the stock concentration of 10 mM. Unless indicated, 200 µM of the PIs were used in each experiment.
Synthesis of second generation protease inhibitors
Synthesis and evaluation of the experimental PIs, UIC-94003, GRL-0489A, GRL-0249A and GRL-044-10A have been previously described [17, 37, 39]. Experimental details of the syntheses of PIs GRL-0489A, GRL-0249A and GRl-044-10A have been described [17, 37, 39, 57]. Synthesis of PI UIC-94003 carried out using procedure described previously . Synthesis and characterization of PI, GRL-0159A was carried out by following procedure described previously . The details of the synthesis as well as spectral data for compound UIC-94003 and GRL-0159A are available in the Additional file 2.
Fission yeast assays
To measure cellular growth and gene induction in fission yeast cells, standard culture techniques were used as previously described [26, 60]. Briefly, all fission yeast cells were grown either in minimal EMM or PMG media. Cells carrying plasmids with the nmt1 promoter were maintained selectively in appropriately supplemented media with 20 μM thiamine to silence the gene expression. For the gene induction, cells were first grown to mid-log growth phase in the presence of 20 μM thiamine. Cells were then washed three times with distilled water and diluted to a concentration of approximately 2 × 105 cells/ml in 5 ml of appropriately supplemented EMM/PMG media with (gene-off) or without (gene-on) thiamine. All of the cells were routinely grown at 30 °C with constant shaking of 250–300 rpm. Cell growth was measured at each time point either by manual counting of the cell numbers or by automated measurement of the optical density (OD650) using a spectrophotometer.
A fission yeast colony-forming ability assay was used to investigate the effect of mdr PR gene expression on fission yeast cell proliferation and viability [27, 35]. Briefly, fission yeast cells were prepared the same way as described above for yeast cell growth. An aliquot of the mdr PR-on or mdr PR-off liquid culture was collected at the indicated time points after mdr PR gene induction and was plated onto thiamine-containing ( mdr PR-off) agar plates. The effect of mdrPR on colony-forming ability was evaluated 6 days after plating by comparing the colony sizes between the agar plates with or without the mdrPR production. The percentage of cells that formed colonies at each time point was calculated from the number of colonies that grew from the mdr PR-on cells as a percentage of the number of cells originally plated, which was further calibrated by plating efficiency of the mdr PR-off cells.
HIV-1 mdr PR-induced cell death was measured in fission yeast by using a commercial live/dead yeast viability kit (Cat. No. L-7009; Invitrogen, Carlsbad, CA) [27, 32]. Briefly, thiamine was removed from a logarithmic phase cell culture as described above. Cells were then diluted to a concentration of 4 × 104 cells/ml, and re-suspended in PMG minimal medium supplemented with or without thiamine to suppress or induce HIV-1 mdr PR gene. Cell cultures were grown at 30 °C with constant shaking of 300 rpm, collected at 24 h and resuspended in the GH solution (2% d-(+)-glucose +10 mM Na-HEPES, pH 7.2). A 50 µl aliquot of the FUN-1 solution (80 µM) was added to an equal volume of cell suspension. The suspension was further incubated at 30 °C for 45 min. About 3 µl of the suspension was applied onto a glass slide, covered with a coverslip and sealed with wax. Status of the cell viability was examined by using a Leica DM fluorescent microscopy with 11001v2 long path Chroma filter cube. Typically, actively respiring cells are marked clearly with orange-red fluorescent structures at the maximum wavelength of approximately 590 nm; whereas metabolically inert or dead cells exhibit bright, diffuse, green-yellow fluorescence at the maximum wavelength of approximately 540 nm [27, 32]. FUN1 stained cell images were collected at the excitation wavelength of 470 ± 20 nm with red, green and blue filter set to generate color images by fluorescence merging.
The induction of cellular oxidative stress by mdrPR was determined by the production of ROS, which can be detected by an ROS-specific dye, dihydroethidium (DHE, Sigma) that produces red fluorescence in the presence of ROS as described previously [29, 33, 61]. Cells were grown as described above. Twenty-four hours after mdr PR expression, DHE was added at a concentration of 5 μg/ml and the ROS were detected by fluorescence microscopy.
The mitochondrial morphology of fission yeast was visualized using a vital dye 2-(4-dimethylaminostyryl)-1-methylpyridinium iodide (DASPMI, Sigma) [29, 41]. The wtPR and the mdr PR gene expressions were induced for 24–36 h as described above. Prior to the observation, DASPMI was added to the cells at a concentration of 75 μg/ml. Cells were incubated at 36 °C for 5 min, recovered by centrifugation in a microcentrifuge for 30 s at 500 g, resuspended in 20 μl of YES, and then examined immediately with the fluorescence microscope (L5 filter) at an excitation wavelength of around 470 nm, emission wavelength of 560–570 nm.
A Leica fluorescence microscope DMR4500B equipped with a high performance CCD camera (Hamamatsu) and Open-Lab software (Improvision, Inc., Lexington, MA) was used for all of the imaging analyses. Fission yeast cells were collected onto a regular glass slide and covered with a cover slip. For the observation of green fluorescence, we used a Leica L5 filter with excitation wavelength of 480/40 and emission wavelength of 527/30. For red fluorescence, we used a Leica N2.1 filter with excitation wavelength of 537.5/22.5 and emission wavelength of LP590. To observe green-yellow fluorescence, we used a Leica YFP filter with excitation wavelength of 500/20 and emission wavelength of 535/30.
Measurements of HIV-1 mdrPR activities and substrate specificities in fission yeast
To test whether mdrPRs could recognize and cleave the same viral protein recognition sites in fission yeast as the wtPR, we developed a “GFP re-localization assay” that allows us to specifically measure proteolytic activities of mdrPRs. Briefly, two of the “GFP-MA-Vpr” and the “GFP-p6-Vpr” gene fusion constructs were generated in the fission yeast expression vector pYZ3N . In each of the constructs, GFP and Vpr proteins are connected by a polypeptide linker that contains either a consensus HIV-1 MA↓CA (DSQNY↓PIVQ) or a p6 (DSFNF↓PQIT) PR cleavage sequence . GFP is used for fluorescent detection and it typically disperses throughout fission yeast cells [35, 52]. HIV-1 Vpr is predominantly localized on the nuclear membrane in fission yeast [35, 52] (also see Fig. 1A). Consequently, fusion protein production, without the protease cleavage, appears predominantly as a “ring-like” structure on the nuclear membrane because of Vpr, i.e., the “Vpr pattern” [35, 52]. In contrast, separation of GFP from Vpr due to the mdrPR cleavage at the substrate site leads to the “GFP pattern” with uniform distribution throughout cells [35, 52]. To examine the mdrPR enzymatic activities, fission yeast cells were prepared as described above and collected 20 h after gene induction.
human immunodeficiency virus type 1
high throughput screening
green fluorescent protein
viral protein R
oxidative stress species
Wlodawer A, Miller M, Jaskolski M, Sathyanarayana BK, Baldwin E, Weber IT, et al. Conserved folding in retroviral proteases: crystal structure of a synthetic HIV-1 protease. Science. 1989;245:616–21.
Condra JH, Holder DJ, Schleif WA, Blahy OM, Danovich RM, Gabryelski LJ, et al. Genetic correlates of in vivo viral resistance to indinavir, a human immunodeficiency virus type 1 protease inhibitor. J Virol. 1996;70:8270–6.
Gatlin J, Arrigo SJ, Schmidt MG. Regulation of intracellular human immunodeficiency virus type-1 protease activity. Virology. 1998;244:87–96.
Kaplan AH, Krogstad P, Kempf DJ, Norbeck DW, Swanstrom R. Human immunodeficiency virus type 1 virions composed of unprocessed Gag and Gag-Pol precursors are capable of reverse transcribing viral genomic RNA. Antimicrob Agents Chemother. 1994;38:2929–33.
Kohl NE, Emini EA, Schleif WA, Davis LJ, Heimbach JC, Dixon RA, et al. Active human immunodeficiency virus protease is required for viral infectivity. Proc Natl Acad Sci USA. 1988;85:4686–90.
Lillehoj EP, Salazar FH, Mervis RJ, Raum MG, Chan HW, Ahmad N, et al. Purification and structural characterization of the putative gag-pol protease of human immunodeficiency virus. J Virol. 1988;62:3053–8.
Coffin JM. Response: plasma viral load, CD4+ cell counts, and HIV-1 production by cells. Science. 1996;271:671.
Persaud D, Siberry GK, Ahonkhai A, Kajdas J, Monie D, Hutton N, et al. Continued production of drug-sensitive human immunodeficiency virus type 1 in children on combination antiretroviral therapy who have undetectable viral loads. J Virol. 2004;78:968–79.
Combescure C, Vallier N, Ledergerber B, Cavassini M, Furrer H, Rauch A, et al. How reliable is an undetectable viral load? HIV Med. 2009;10:470–6.
Kozyryev I, Zhang J. Bayesian analysis of complex interacting mutations in HIV drug resistance and cross-resistance. Adv Exp Med Biol. 2015;827:367–83.
Tang MW, Shafer RW. HIV-1 antiretroviral resistance: scientific principles and clinical applications. Drugs. 2012;72:e1–25.
Ssemwanga D, Lihana RW, Ugoji C, Abimiku A, Nkengasong J, Dakum P, et al. Update on HIV-1 acquired and transmitted drug resistance in Africa. AIDS Rev. 2014;17:3–20.
Rojas Sanchez P, Holguin A. Drug resistance in the HIV-1-infected pediatric population worldwide: a systematic review. J Antimicrob Chemother. 2014;69:2032–42.
Brunton LL, Lazo JS, Parker KL. Goodman and Gilman’s the pharmacological basis of therapeutics. 11th ed. New York: McGraw-Hill; 2006.
Weber IT, Agniswamy J. HIV-1 protease: structural perspectives on drug resistance. Viruses. 2009;1:1110–36.
Turner D, Schapiro JM, Brenner BG, Wainberg MA. The influence of protease inhibitor resistance profiles on selection of HIV therapy in treatment-naive patients. Antivir Ther. 2004;9:301–14.
Ghosh AK, Osswald HL, Prato G. Recent progress in the development of HIV-1 protease inhibitors for the treatment of HIV/AIDS. J Med Chem. 2016;59:5172–208.
Ghosh AK, Thompson WJ, McKee SP, Duong TT, Lyle TA, Chen JC, et al. 3-Tetrahydrofuran and pyran urethanes as high-affinity P2-ligands for HIV-1 protease inhibitors. J Med Chem. 1993;36:292–4.
Hong L, Zhang XC, Hartsuck JA, Tang J. Crystal structure of an in vivo HIV-1 protease mutant in complex with saquinavir: insights into the mechanisms of drug resistance. Protein Sci. 2000;9:1898–904.
Ghosh AK, Chapsal BD, Steffey M, Agniswamy J, Wang YF, Amano M, et al. Substituent effects on P2-cyclopentyltetrahydrofuranyl urethanes: design, synthesis, and X-ray studies of potent HIV-1 protease inhibitors. Bioorg Med Chem Lett. 2012;22:2308–11.
Deeks ED. Darunavir: a review of its use in the management of HIV-1 infection. Drugs. 2014;74:99–125.
Agniswamy J, Shen CH, Wang YF, Ghosh AK, Rao KV, Xu CX, et al. Extreme multidrug resistant HIV-1 protease with 20 mutations is resistant to novel protease inhibitors with P1’-pyrrolidinone or P2-tris-tetrahydrofuran. J Med Chem. 2013;56:4017–27.
Agniswamy J, Shen CH, Aniana A, Sayer JM, Louis JM, Weber IT. HIV-1 protease with 20 mutations exhibits extreme resistance to clinical inhibitors through coordinated structural rearrangements. Biochemistry. 2012;51:2819–28.
Chetty S, Bhakat S, Martin AJ, Soliman ME. Multi-drug resistance profile of PR20 HIV-1 protease is attributed to distorted conformational and drug binding landscape: molecular dynamics insights. J Biomol Struct Dyn. 2016;34:135–51.
Koh Y, Amano M, Towata T, Danish M, Leshchenko-Yashchuk S, Das D, et al. In vitro selection of highly darunavir-resistant and replication-competent HIV-1 variants by using a mixture of clinical HIV-1 isolates resistant to multiple conventional protease inhibitors. J Virol. 2010;84:11961–9.
Zhao Y, Cao J, O’Gorman MR, Yu M, Yogev R. Effect of human immunodeficiency virus type 1 protein R (vpr) gene expression on basic cellular function of fission yeast Schizosaccharomyces pombe. J Virol. 1996;70:5821–6.
Zhao Y, Yu M, Chen M, Elder RT, Yamamoto A, Cao J. Pleiotropic effects of HIV-1 protein R (Vpr) on morphogenesis and cell survival in fission yeast and antagonism by pentoxifylline. Virology. 1998;246:266–76.
Zhao RY, Elder RT. Viral infections and cell cycle G2/M regulation. Cell Res. 2005;15:143–9.
Huard S, Chen M, Burdette KE, Fenyvuesvolgyi C, Yu M, Elder RT, et al. HIV-1 Vpr-induced cell death in Schizosaccharomyces pombe is reminiscent of apoptosis. Cell Res. 2008;18:961–73.
Zhao RY, Bukrinsky MI. HIV-1 accessory proteins: VpR. Methods Mol Biol. 2014;1087:125–34.
Benko Z, Elder RT, Liang D, Zhao RY. Fission yeast as a HTS platform for molecular probes of HIV-1 Vpr-induced cell death. Int J High Throughput Screen. 2010;2010(1):151–62.
Benko Z, Elder RT, Li G, Liang D, Zhao RY. HIV-1 protease in the fission yeast Schizosaccharomyces pombe. PLOS ONE. 2016;11:e0151286.
Nkeze J, Li L, Benko Z, Li G, Zhao RY. Molecular characterization of HIV-1 genome in fission yeast Schizosaccharomyces pombe. Cell Biosci. 2015;5:47.
Dunn BM, Goodenow MM, Gustchina A, Wlodawer A. Retroviral proteases. Genome Biol. 2002;3(REVIEWS300):6.
Chen M, Elder RT, Yu M, O’Gorman MG, Selig L, Benarous R, et al. Mutational analysis of Vpr-induced G2 arrest, nuclear localization, and cell death in fission yeast. J Virol. 1999;73:3236–45.
Miyakawa I, Aoi H, Sando N, Kuroiwa T. Fluorescence microscopic studies of mitochondrial nucleoids during meiosis and sporulation in the yeast, Saccharomyces cerevisiae. J Cell Sci. 1984;66:21–38.
Yoshimura K, Kato R, Kavlick MF, Nguyen A, Maroun V, Maeda K, et al. A potent human immunodeficiency virus type 1 protease inhibitor, UIC-94003 (TMC-126), and selection of a novel (A28S) mutation in the protease active site. J Virol. 2002;76:1349–58.
Ghosh AK, Parham GL, Martyr CD, Nyalapatla PR, Osswald HL, Agniswamy J, et al. Highly potent HIV-1 protease inhibitors with novel tricyclic P2 ligands: design, synthesis, and protein-ligand X-ray studies. J Med Chem. 2013;56:6792–802.
Amano M, Tojo Y, Salcedo-Gomez PM, Campbell JR, Das D, Aoki M, et al. GRL-0519, a novel oxatricyclic ligand-containing nonpeptidic HIV-1 protease inhibitor (PI), potently suppresses replication of a wide spectrum of multi-PI-resistant HIV-1 variants in vitro. Antimicrob Agents Chemother. 2013;57:2036–46.
Zelivianski S, Liang D, Chen M, Mirkin BL, Zhao RY. Suppressive effect of elongation factor 2 on apoptosis induced by HIV-1 viral protein R. Apoptosis. 2006;11:377–88.
Yaffe MP, Harata D, Verde F, Eddison M, Toda T, Nurse P. Microtubules mediate mitochondrial distribution in fission yeast. Proc Natl Acad Sci USA. 1996;93:11664–8.
Blanco R, Carrasco L, Ventoso I. Cell killing by HIV-1 protease. J Biol Chem. 2003;278:1086–93.
Ravaux I, Perrin-East C, Attias C, Cottalorda J, Durant J, Dellamonica P, et al. Yeast cells as a tool for analysis of HIV-1 protease susceptibility to protease inhibitors, a comparative study. J Virol Methods. 2014;195:180–4.
Zhao Y, Lieberman HB. Schizosaccharomyces pombe: a model for molecular studies of eukaryotic genes. DNA Cell Biol. 1995;14:359–71.
Olsson I, Bjerling P. Advancing our understanding of functional genome organisation through studies in the fission yeast. Curr Genet. 2011;57:1–12.
Hayles J, Nurse P. A journey into space. Nat Rev Mol Cell Biol. 2001;2:647–56.
Wood V, Gwilliam R, Rajandream MA, Nurse P. The genome sequence of Schizosaccharomyces pombe. Nature. 2002;415:871–80.
Madeo F, Herker E, Maldener C, Wissing S, Lachelt S, Herlan M, et al. A caspase-related protease regulates apoptosis in yeast. Mol Cell. 2002;9:911–7.
Ghosh AK, Anderson DD, Weber IT, Mitsuya H. Enhancing protein backbone binding—a fruitful concept for combating drug-resistant HIV. Angew Chem Int Ed Engl. 2012;51:1778–802.
Ghosh AK, Chapsal BD, Parham GL, Steffey M, Agniswamy J, Wang YF, et al. Design of HIV-1 protease inhibitors with C3-substituted hexahydrocyclopentafuranyl urethanes as P2-ligands: synthesis, biological evaluation, and protein-ligand X-ray crystal structure. J Med Chem. 2011;54:5890–901.
Elder RT, Yu M, Chen M, Edelson S, Zhao Y. Cell cycle G2 arrest induced by HIV-1 Vpr in fission yeast (Schizosaccharomyces pombe) is independent of cell death and early genes in the DNA damage checkpoint. Viral Res. 2000;68:161–73.
Zhao Y, Elder RT, Chen M, Cao J. Fission yeast expression vectors adapted for large scale cloning and GFP fusion with positive screening. Biotechniques. 1998;25:438–44.
Delwart EL, Shpaer EG, Louwagie J, McCutchan FE, Grez M, Rubsamen-Waigmann H, et al. Genetic relationships determined by a DNA heteroduplex mobility assay: analysis of HIV-1 env genes. Science. 1993;262:1257–61.
Maundrell K. Thiamine-repressible expression vectors pREP and pRIP for fission yeast. Gene. 1993;123:127–30.
BTX. Electro cell manipulator:ECM 600 protocol 0226. 2001. www.btxonline.com/applications/protocols. Accessed 25 Apr 2010
Ghosh AK, Dawson ZL, Mitsuya H. Darunavir, a conceptually new HIV-1 protease inhibitor for the treatment of drug-resistant HIV. Bioorg Med Chem. 2007;15:7576–80.
Ghosh AK, Anderson DD. Tetrahydrofuran, tetrahydropyran, triazoles and related heterocyclic derivatives as HIV protease inhibitors. Future Med Chem. 2011;3:1181–97.
Ghosh AK, Kincaid JF, Cho W, Walters DE, Krishnan K, Hussain KA, et al. Potent HIV protease inhibitors incorporating high-affinity P2-ligands and (R)-(hydroxyethylamino)sulfonamide isostere. Bioorg Med Chem Lett. 1998;8:687–90.
Ghosh AK, Takayama J, Kassekert LA, Ella-Menye JR, Yashchuk S, Agniswamy J, et al. Structure-based design, synthesis, X-ray studies, and biological evaluation of novel HIV-1 protease inhibitors containing isophthalamide-derived P2-ligands. Bioorg Med Chem Lett. 2015;25:4903–9.
Moreno S, Klar A, Nurse P. Molecular genetic analysis of fission yeast Schizosaccharomyces pombe. Methods Enzymol. 1991;194:795–823.
Madeo F, Frohlich E, Frohlich KU. A yeast mutant showing diagnostic markers of early and late apoptosis. J Cell Biol. 1997;139:729–34.
ZB conducted all of the drug resistant proteolytic experiments; RTE did the initial proteolytic experiments on the wild type protease; ZB carried out the cell proliferation and survival tests; DL carried out the testing of the newly synthesized protease inhibitors; GL assisted in some of the experiments. AS and JT synthesized the new PI compounds with the supervision of AKG; RYZ designed the experiments; and ZB, AKG and RYZ wrote the manuscript. All authors read and approved the final manuscript.
This study was supported in part by research grants from NIH-NINDS, NS063880 (RYZ), NIH-GM53386 (AKG) and a research fund from the University of Maryland Medical Center (RYZ).
The authors declare that they have no competing interests.
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Compliance with ethical guidelines
All of the clinical samples used in this study were normally discarded clinical samples. Because patient’s protected health information was removed, this study was considered as a waived study by the Institutional Review Board at the University of Maryland School of Medicine.
NIH-NINDS, NS063880 (RYZ), NIH-GM53386 (AKG) and a research fund from the University of Maryland Medical Center (RYZ).
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Benko, Z., Liang, D., Li, G. et al. A fission yeast cell-based system for multidrug resistant HIV-1 proteases. Cell Biosci 7, 5 (2017). https://doi.org/10.1186/s13578-016-0131-5
- Multidrug resistant proteases
- Fission yeast
- Proteolytic cleavage
- Cell proliferation
- Oxidative stress
- Cell death
- Protease inhibitors