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38
result(s) for
"auto‐induction"
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Predicting Systemic and Liver Bosentan Exposure Using Physiologically‐Based Pharmacokinetic Modeling
by
Heylen, Sofie
,
Huang, Miao‐Chan
,
Annaert, Pieter
in
Administration, Oral
,
Adult
,
Antihypertensive Agents - administration & dosage
2025
Bosentan is the first approved oral medication for pulmonary arterial hypertension, yet the black‐box warning on its labeling implies a substantial risk of liver injury associated with bosentan exposure. The risk assessment of bosentan‐induced liver injury requires a thorough understanding of the underlying mechanisms, for which there is accumulating evidence. Integrating these mechanisms with clinical liver bosentan concentration would enable a more dynamic and relevant risk assessment. This study designed a workflow of physiologically−based pharmacokinetic (PBPK) model development to capture bosentan's hepatic disposition and predict the (intra)hepatic bosentan exposure. Specifically, clinical plasma and excretion data of bosentan were used to minimize the uncertainty in estimating the hepatic clearance. The model predictions were well overlapped with observations in the systemic circulation and excretion. Furthermore, the model‐derived intrinsic hepatic clearance was comparable with the one derived from a clinical study. These results reflected confidence in the model's capability to predict hepatic bosentan exposure. The model‐simulated steady‐state unbound exposure to bosentan in hepatocytes and liver tissue ranged from 1.65 to 34.1 ng/mL following twice‐daily 125‐mg oral doses. The ratio of the simulated unbound concentration between the liver matrices and systemic plasma was between 0.80 and 2.93 across the therapeutic dosing regimens. In summary, a bosentan PBPK model was successfully developed with the designed workflow and was able to predict the hepatic disposition of bosentan. The developed model can be applied to generate hepatic bosentan exposure that bridges the toxicological mechanistic findings from in vitro to in vivo, assisting in risk assessment.
Journal Article
Producing recombinant proteins in Vibrio natriegens
by
Ramakrishnan, Nitya
,
Jones, Jane
,
Snead, Kelly
in
Analysis
,
Applied Microbiology
,
auto-induction
2024
The diversity of chemical and structural attributes of proteins makes it inherently difficult to produce a wide range of proteins in a single recombinant protein production system. The nature of the target proteins themselves, along with cost, ease of use, and speed, are typically cited as major factors to consider in production. Despite a wide variety of alternative expression systems, most recombinant proteins for research and therapeutics are produced in a limited number of systems:
Escherichia coli
, yeast, insect cells, and the mammalian cell lines HEK293 and CHO. Recent interest in
Vibrio natriegens
as a new bacterial recombinant protein expression host is due in part to its short doubling time of ≤ 10 min but also stems from the promise of compatibility with techniques and genetic systems developed for
E. coli
. We successfully incorporated
V. natriegens
as an additional bacterial expression system for recombinant protein production and report improvements to published protocols as well as new protocols that expand the versatility of the system. While not all proteins benefit from production in
V. natriegens
, we successfully produced several proteins that were difficult or impossible to produce in
E. coli
. We also show that in some cases, the increased yield is due to higher levels of properly folded protein. Additionally, we were able to adapt our enhanced isotope incorporation methods for use with
V. natriegens
. Taken together, these observations and improvements allowed production of proteins for structural biology, biochemistry, assay development, and structure-based drug design in
V. natriegens
that were impossible and/or unaffordable to produce in
E. coli
.
Highlights
Production of proteins with reduced aggregation compared to
E. coli
.
Optimized protocols for efficiency and protein expression.
Improved yield for specific proteins compared to
E. coli
.
Journal Article
Development of a constitutive and an auto-inducible high-yield expression system for recombinant protein production in the microalga Nannochloropsis oceanica
2020
Photoautotrophic microalgae offer a great potential as novel hosts for efficient recombinant protein production. Nannochloropsis oceanica produces an extraordinarily high content of polyunsaturated fatty acids, and its robust growth characteristics, published genome sequence and efficient nuclear transformation make N. oceanica a promising candidate for biotechnological applications. To establish a robust and flexible system for recombinant protein production, we cloned six endogenous, potentially constitutive or inducible promoters from N. oceanica strain CCMP1779 and investigated their strength using monomeric Venus as reporter gene. Microscopic pre-screening of individual transformants revealed that the promoters of elongation factor (EF), tubulin (TUB) and nitrate reductase (NR) enabled high reporter gene expression. Comparative quantitative analyses of transformant populations by flow cytometry and qRT-PCR demonstrated the highest Venus expression from the EF promoter and the NR promoter if extended by an N-terminal 14-amino acid leader sequence. The kinetics of reporter gene expression were analysed during photobioreactor cultivation, achieving Venus yields of 0.3% (for EF) and 4.9% (for NR::LS) of total soluble protein. Since inducible expression systems enable the production of toxic proteins, we developed an auto-induction medium for the NR promoter transformants. By switching the N source from ammonium to nitrate in the presence of low ammonium concentrations, the starting point of Venus induction could be fine-tuned and shifted towards exponential growth phase while maintaining high recombinant protein yields. Taken together, we demonstrate that a model recombinant protein can be produced robustly and at very high levels in N. oceanica not only under constitutive but also under auto-inducible cultivation conditions.Key points• Nannochloropsis oceanica might serve as host for recombinant protein production.• Comparative promoter strength analyses were conducted for twelve different constructs.• Robust high-yield recombinant protein production was achieved under constitutive conditions.• The nitrate reductase promoter enabled protein production under auto-induction conditions.
Journal Article
Auto-Induction in Oral Esketamine Treatment for Treatment-Resistant Depression: An Exploratory Study
by
Punt, Nieko C.
,
Visser, Dylan
,
Touw, Daan J.
in
Antidepressants
,
auto-induction
,
Drug dosages
2025
Background: Esketamine is a rapidly acting antidepressant with robust efficacy in treatment-resistant depression (TRD). Diminishing therapeutic effects and attenuated side effects have been reported after long-term use. This study aimed to investigate its long-term pharmacokinetics and factors that may contribute to reduced efficacy over time in patients with TRD by evaluating the potential role of auto-induction. Methods: Pharmacokinetic data were collected from 18 patients receiving oral esketamine for six weeks. A pharmacokinetic model was developed to predict esketamine and noresketamine plasma concentrations. Observed esketamine and noresketamine plasma concentrations were compared to model-predicted concentrations to assess deviations suggestive of auto-induction. Results: On day 39, plasma concentrations of esketamine and noresketamine were 59% and 35% lower than predicted, respectively, indicative of auto-induction of CYP3A4 and CYP2B6. Conclusions: Auto-induction appears to occur in oral esketamine treatment, which may contribute to reduced therapeutic efficacy and side effects in long-term treatment. Identifying auto-induction as a mechanism of tolerance potentially has important clinical implications. Further studies are warranted to confirm these findings and evaluate strategies to maintain therapeutic efficacy.
Journal Article
Short, auto-inducible promoters for well-controlled protein expression in Escherichia coli
2018
Expression of recombinant proteins in Escherichia coli often requires use of inducible promoters to shorten the lag phase and improve protein productivity and final protein titer. Synthetic molecules that cannot be metabolized by E. coli, such as isopropyl thiogalactopyranoside (IPTG), have been frequently used to trigger the protein expression during early exponential growth phase. This practice has many drawbacks, including high cost and toxicity of IPTG, complex operating procedure, and non-uniform protein expression pattern (some cells in the population do not express recombinant proteins). A few auto-inducible protein expression systems have been developed recently to overcome some of these limitations, but they required use of an additional plasmid or presence of large (a few kilobases) DNA part to be functional, making plasmid construction to be difficult, especially when multiple genes need to be expressed. In this study, by using RNA sequencing, we identified a short, endogenous promoter (PthrC) that can be auto-induced during early exponential growth phase, and improved its performance by use of native and mutated regulatory elements. We found that the developed mutants of PthrC drove uniform protein expression—close to 100% of cells were fluorescent when green fluorescence protein was used as target protein—and cells carrying them could achieve much higher cell density than those with T7 promoter (PT7), a commonly used inducible promoter. In terms of promoter strength (product protein quantity per cell), the developed promoter mutants can cover a range of strength, from 30 to 150% of maximal strength of PT7. One strong mutant (PthrC3_8) was found to work well at a large range of temperature (22, 30, 37 °C) and in various media, and was also confirmed to cause less stress to host cell than PT7 when they were used to express a toxic protein. We foresee that PthrC3 and its mutants will be useful genetic parts for various applications including metabolic engineering and biocatalysis.
Journal Article
Analysis of Time-Dependent Pharmacokinetics Using In Vitro–In Vivo Extrapolation and Physiologically Based Pharmacokinetic Modeling
2022
SCR430, a sorafenib derivative, is an investigational drug exhibiting anti-tumor action. This study aimed to have a mechanistic understanding of SCR430’s time-dependent pharmacokinetics (TDPK) through an ex vivo study combined with an in vitro–in vivo extrapolation (IVIVE) and physiologically based pharmacokinetic (PBPK) modeling. A non-compartmental pharmacokinetic analysis was performed after intravenous SCR430 administration in female Sprague-Dawley rats for a control group (no treatment), a vehicle group (vehicle only, 14 days, PO), and a repeated-dosing group (SCR430, 30 mg/kg/day, 14 days, PO). In addition, hepatic uptake and metabolism modulation were investigated using isolated hepatocytes from each group of rats. The minimal PBPK model based on IVIVE was constructed to explain SCR430’s TDPK. Repeated SCR430 administration decreased the systemic exposure by 4.4-fold, which was explained by increased hepatic clearance (4.7-fold). The ex vivo study using isolated hepatocytes from each group suggested that the increased hepatic uptake (9.4-fold), not the metabolic activity, contributes to the increased hepatic clearance. The minimal PBPK modeling based on an ex vivo study could explain the decreased plasma levels after the repeated doses. The current study demonstrates the TDPK after repeated dosing by hepatic uptake induction, not hepatic metabolism, as well as the effectiveness of an ex vivo approach combined with IVIVE and PBPK modeling to investigate the TDPK.
Journal Article
Alternative Heterologous Expression of l-Arabinose Isomerase from Enterococcus faecium DBFIQ E36 By Residual Whey Lactose Induction
by
Bezerra Saulo Gonçalves Santiago
,
Hissa, Denise Cavalcante
,
de Souza Ticiane C
in
Affinity chromatography
,
Arabinose
,
Arabinose isomerase
2021
This study reports an alternative strategy for the expression of a recombinant l-AI from Enterococcus faecium DBFIQ E36 by auto-induction using glucose and glycerol as carbon sources and residual whey lactose as inducer agent. Commercial lactose and isopropyl β-d-1-thiogalactopyranoside (IPTG) were also evaluated as inducers for comparison of enzyme expression levels. The enzymatic extracts were purified by affinity chromatography, characterized, and applied in the bioconversion of d-galactose into d-tagatose. l-AI presented a catalytic activity of 1.67 ± 0.14, 1.52 ± 0.01, and 0.7 ± 0.04 U/mL, when expressed using commercial lactose, lactose from whey, and IPTG, respectively. Higher activities could be obtained by changing the protocol of enzyme extraction and, for instance, the enzymatic extract produced with whey presented a catalytic activity of 3.8 U/mL. The specific activity of the enzyme extracts produced using lactose (commercial or residual whey) after enzyme purification was also higher when compared to the enzyme expressed with IPTG. Best results were achieved when enzyme expression was conducted using 4 g/L of residual whey lactose for 11 h. These results proved the efficacy of an alternative and economic protocol for the effective expression of a recombinant l-AI aiming its high-scale production.
Journal Article
Combinatorial strategy towards the efficient expression of lipoxygenase in Escherichia coli at elevated temperatures
2020
Lipoxygenases (LOXs) are a family of non-heme iron oxidoreductases, which catalyze the addition of oxygen into polyunsaturated fatty acids. They have applications in the food and medical industries. In most studies, the soluble expression of LOXs in microbes requires low temperature (< 20 °C), which increases the cost and fermentation time. Achievement of soluble expression in elevated temperatures (> 30 °C) would shorten the production phase, leading to cost-efficient industrial applications. In this study, a combinatorial strategy was used to enhance the expression of soluble LOXs, comprising plasmid stability systems plus optimized carbon source used for auto-induction expression. Plasmid stability analysis suggested that both active partition systems and plasmid-dependent systems were essential for plasmid stability. Among them, the parBCA in it resulted in the enzyme activity increasing by a factor of 2 (498 ± 13 units per gram dry cell weight (U/g-DCW) after 6-h induction). Furthermore, the optimized carbon source, composed of glucose, lactose, and glycerol, could be used as an auto-induction expression medium and effectively improve the total and soluble expression of LOX, which resulted in the soluble expression of LOX increased by 7 times. Finally, the soluble expression of LOX was 11 times higher with a combinatorial strategy that included both optimized plasmid partition and auto-induction medium. Our work provides a broad, generalizable, and combinatorial strategy for the efficient production of heterologous proteins at elevated temperatures in the E. coli system.Key points• Soluble expression of lipoxygenase at 30 °C or higher temperatures is industrially beneficial.• Strategies comprise plasmid partition and optimized auto-induction medium with glucose, lactose, and glycerol as carbon source.• Combinatorial strategy further improved LOX soluble expression at 30 °C and 37 °C.
Journal Article
Bioprocess exploitation of microaerobic auto-induction using the example of rhamnolipid biosynthesis in Pseudomonas putida KT2440
2025
Background
In biomanufacturing of surface-active agents, such as rhamnolipids, excessive foaming is a significant obstacle for the development of high-performing bioprocesses. The exploitation of the inherent tolerance of
Pseudomonas putida
KT2440, an obligate aerobic bacterium, to microaerobic conditions has received little attention so far. Here low-oxygen inducible promoters were characterized in biosensor strains and exploited for process control under reduction of foam formation by low aeration and stirring rates during biosynthesis of rhamnolipids.
Results
In this study, homologous promoters of
P. putida
inducible under oxygen limitation were identified by non-targeted proteomic analyses and characterized by fluorometric methods. Proteomics indicated a remodeling of the respiratory chain and the regulation of stress-related proteins under oxygen limitation. Of the three promoters tested in fluorescent biosensor assays, the promoter of the oxygen-sensitive
cbb3-
type cytochrome c oxidase gene showed high oxygen-dependent controllability. It was used to control the gene expression of a heterologous di-rhamnolipid synthesis operon in an auto-inducing microaerobic two-phase bioprocess. By limiting the oxygen supply via low aeration and stirring rates, the bioprocess was clearly divided into a growth and a production phase, and sources of foam formation were reduced. Accordingly, rhamnolipid synthesis did not have to be controlled externally, as the oxygen-sensitive promoter was autonomously activated as soon as the oxygen level reached microaerobic conditions. A critical threshold of about 20% oxygen saturation was determined.
Conclusions
Utilizing the inherent tolerance of
P. putida
to microaerobic conditions in combination with the application of homologous, low-oxygen inducible promoters is a novel and efficient strategy to control bioprocesses. Fermentation under microaerobic conditions enabled the induction of rhamnolipid production by low oxygen levels, while foam formation was limited by low aeration and stirring rates.
Journal Article
SUMO-fusion and autoinduction-based combinatorial approach for enhanced production of bioactive human interleukin-24 in Escherichia coli
2020
High-level production of recombinant human interleukin-24 (IL-24), a multifunctional immunomodulatory cytokine, has been challenging due primarily to its aggregation as inclusion bodies in the bacterial host while persistent poor-expression in the insect/mammalian expression systems. The present study presents a robust, vector-host combination (pE-SUMO-IL24), auto-inducible medium (YNG/M9NG), and a simple purification scheme for soluble, bioactive, and cost-effective production of native-like IL-24 (nIL-24) in Escherichia coli. The final protein yield, following a three-step purification scheme (IMAC, SEC, dialysis), was 98 mg/L in shake-flask culture (with scale-up potential), which was several folds higher than reported earlier. In vitro cytotoxicity assays with HeLa and HCT116 cancer cell lines (performed using different concentrations of nIL-24) and the fluorescence activated cell sorting analysis (FACS) revealed a dose- and concentration-dependent increase in the population of pro-apoptotic cells with concomitant, statistically significant drop in the number of cells existent at Go/G1-, S-, and G2/M-phases (P < 0.002). The bioactive nIL-24, developed through this study, holds promise for use in further functional characterizations/applications.Key points• Yeast SUMO fusion partner at N-terminus for improved solubility of an otherwise insoluble IL-24 in E. coli.• Enhanced cell densities with concomitant several-fold increase in protein yield by lactose-inducible media.• Improved inhibition of cervical and colorectal carcinomas by native-like nIL-24 compared with Met-containing IL.• Heterologous nIL-24 may enable better understanding of the functional intricacies linked up with its unique cancer-specific features.
Journal Article