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1.
Metab Eng Commun ; 14: e00191, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35028290

ABSTRACT

Rhodopseudomonas palustris CGA009 is a metabolically robust microbe that can utilize lignin breakdown products to produce polyhydroxyalkanoates (PHAs), biopolymers with the potential to replace conventional plastics. Our recent efforts suggest PHA granule formation is a limiting factor for maximum production of the bioplastic poly(3-hydroxybutyrate-co-3-hydroxyvalerate) (PHBV) by R. palustris. The Phap1 phasin (phaP1) from the PHB-producing model bacterium Cupriavidus necator H16 was expressed in R. palustris with the aim of overproducing PHBV from the lignin breakdown product p-coumarate by fostering smaller and more abundant granules. Expression of phaP1 yielded PHBV production from R. palustris aerobically (0.7 g/L), which does not occur in the wild-type strain, and led to a significantly higher PHBV titer than wild-type anaerobic production (0.41 g/L). The 3HV fractions were also significantly increased under both anaerobic and aerobic conditions, which boosts thermomechanical properties and potential for application. Thus, heterologous phasin expression in R. palustris provides flexibility for industrial processing and could foster compositional changes in copolymers with better thermomechanical properties compared to PHB alone.

2.
Biotechnol Adv ; 54: 107806, 2022.
Article in English | MEDLINE | ID: mdl-34298108

ABSTRACT

The reconstruction and analysis of metabolic models has garnered increasing attention due to the multitude of applications in which these have proven to be practical. The growing number of generated metabolic models has been accompanied by an exponentially expanding arsenal of tools used to analyze them. In this work, we discussed the biological relevance of a number of promising modeling frameworks, focusing on the questions and hypotheses each method is equipped to address. To this end, we critically analyzed the steady-state modeling approaches focusing on resource allocation and incorporation of thermodynamic considerations which produce promising results and aid in the generation and experimental validation of numerous predictions. For smaller networks involving more complex regulation, we addressed kinetic modeling techniques which show encouraging results in addressing questions outside the scope of steady-state modeling. Finally, we discussed the potential application of the discussed frameworks within the field of strain design. Adoption of such methodologies is believed to significantly enhance the accuracy of in silico predictions and hence decrease the number of design-build-test cycles required.


Subject(s)
Metabolic Networks and Pathways , Models, Biological , Kinetics
3.
Metab Eng ; 68: 1-13, 2021 11.
Article in English | MEDLINE | ID: mdl-34464732

ABSTRACT

Polyhydroxybutyrate (PHB) is a sustainable bioplastic produced by bacteria that is a potential replacement for conventional plastics. This study delivers an integrated experimental and computational modeling approach to decipher metabolic factors controlling PHB production and offers engineering design strategies to boost production. In the metabolically robust Rhodopseudomonas palustris CGA009, PHB production significantly increased when grown on the carbon- and electron-rich lignin breakdown product p-coumarate (C9H8O3) compared to virtually no PHB titer from acetate (C2H3NaO2). The maximum yield did not improve further when grown on coniferyl alcohol (C10H12O3), but comparison of the PHB profiles showed that coniferyl alcohol's higher carbon content resulted in a higher rate of PHB production. Combined experimental results revealed that cytoplasmic space may be a limiting factor for maximum PHB titer. In order to obtain a systems-level understanding of factors driving PHB yield, a model-driven investigation was performed. The model yielded several engineering design strategies including utilizing reduced, high molecular weight substrates that bypass the thiolase reaction (phaA). Based on these strategies, utilization of butyrate was predicted and subsequently validated to produce PHB. Model analysis also explained why nitrogen starvation was not essential for PHB production and revealed that renewable and abundant lignin aromatics are ideal candidates for PHB production. Most importantly, the generality of the derived design rules allows them to be applied to any PHB-producing microbe with similar metabolic features.


Subject(s)
Hydroxybutyrates , Rhodopseudomonas , Carbon , Nitrogen
4.
PLoS One ; 16(5): e0245407, 2021.
Article in English | MEDLINE | ID: mdl-33939701

ABSTRACT

Within the field of bioproduction, non-model organisms offer promise as bio-platform candidates. Non-model organisms can possess natural abilities to consume complex feedstocks, produce industrially useful chemicals, and withstand extreme environments that can be ideal for product extraction. However, non-model organisms also come with unique challenges due to lack of characterization. As a consequence, developing synthetic biology tools, predicting growth behavior, and building computational models can be difficult. There have been many advancements that have improved work with non-model organisms to address broad limitations, however each organism can come with unique surprises. Here we share our work in the non-model bacterium Actinobacillus succinognes 130Z, which includes both advancements in synthetic biology toolkit development and pitfalls in unpredictable fermentation behaviors. To develop a synthetic biology "tool kit" for A. succinogenes, information gleaned from a growth study and antibiotic screening was used to characterize 22 promoters which demonstrated a 260-fold range of fluorescence protein expression. The strongest of the promoters was incorporated into an inducible system for tunable gene control in A. succinogenes using the promoter for the lac operon as a template. This system flaunted a 481-fold range of expression and no significant basal expression. These findings were accompanied by unexpected changes in fermentation products characterized by a loss of succinic acid and increase in lactic acid after approximately 10 months in the lab. During evaluation of the fermentation shifts, new tests of the synthetic biology tools in a succinic acid producing strain revealed a significant loss in their functionality. Contamination and mutation were ruled out as causes and further testing is needed to elucidate the driving factors. The significance of this work is to share a successful tool development strategy that could be employed in other non-model species, report on an unfortunate phenomenon that needs addressed for further development of A. succinogenes, and provide a cautionary tale for those undertaking non-model research. In sharing our findings, we seek to provide tools and necessary information for further development of A. succinogenes as a platform for bioproduction of succinic acid and to illustrate the importance of diligent and long-term observation when working with non-model bacteria.


Subject(s)
Actinobacillus/genetics , Fermentation , Gene Expression Regulation, Bacterial , Transcriptional Activation , Actinobacillus/metabolism , Lac Operon , Lactic Acid/metabolism , Promoter Regions, Genetic , Succinic Acid/metabolism
5.
Cogn Affect Behav Neurosci ; 18(5): 1000-1014, 2018 10.
Article in English | MEDLINE | ID: mdl-29926284

ABSTRACT

Attention and memory are highly integrated processes. Building on prior behavioral investigations, this study assesses the link between individual differences in low-level neural attentional responding and false memory susceptibility on the misinformation effect, a paradigm in which false event memories are induced via misleading post-event information. Twenty-four subjects completed the misinformation effect paradigm after which high-density (256-channel) EEG data was collected as they engaged in an auditory oddball task. Temporal-spatial decomposition was used to extract two attention-related components from the oddball data, the P3b and Classic Slow Wave. The P3b was utilized as an index of individual differences in salient target attentional responding while the slow wave was adopted as an index of variability in task-level sustained attention. Analyses of these components show a significant negative relationship between slow-wave responses to oddball non-targets and perceptual false memory endorsements, suggestive of a link between individual differences in levels of sustained attention and false memory susceptibility. These findings provide the first demonstrated link between individual differences in basic attentional responses and false memory. These results support prior behavioral work linking attention and false memory and highlight the integration between attentional processes and real-world episodic memory.


Subject(s)
Attention/physiology , Auditory Perception/physiology , Brain/physiology , Individuality , Memory/physiology , Pattern Recognition, Physiological/physiology , Electroencephalography , Evoked Potentials , Female , Humans , Male , Spatio-Temporal Analysis , Young Adult
6.
AAPS J ; 19(3): 765-771, 2017 05.
Article in English | MEDLINE | ID: mdl-28116677

ABSTRACT

In 2000, bovine heparin was withdrawn from the US market for fear of contamination with bovine spongiform encephalopathy (BSE) agent, the cause of variant Creutzfeldt-Jakob disease in humans. Thus, US heparin is currently sourced only from pig intestines. Availability of alternative sources of crude heparin, a life-saving drug, would benefit public health. Bovine heparin is an obvious option, but BSE clearance by the bovine heparin manufacturing process should be evaluated. To this end, using hamster 263K scrapie as a surrogate for BSE agent, we applied a four-step bench-scale heparin purification protocol resembling a typical heparin manufacturing process to investigate removal of the spiked scrapie agent. We removed aliquots from each step and analyzed them for residual abnormal prion protein (PrPTSE) using a sensitive in vitro method, real-time quaking-induced conversion (RT-QuIC) assay, and for infectivity using animal bioassays. The purification process reduced infectivity by 3.6 log10 and removed PrPTSE, measured as seeding activity, by 3.4 log10. NaOH treatment was the most effective removal step tested. We also investigated NaOH at different concentrations and pH: the results showed that as much as 5.2 log10 of PrPTSE seeding activity was removed at pH 12.5. Thus, changes to the concentration, treatment time, and temperature of alkaline extraction might further improve removal. Our results, using a basic heparin manufacturing process, inform efforts to reintroduce safe bovine heparin in the USA.


Subject(s)
Encephalopathy, Bovine Spongiform/prevention & control , Heparin/isolation & purification , Prion Proteins/isolation & purification , Animals , Cattle , Encephalopathy, Bovine Spongiform/transmission , Intestines/chemistry , Mesocricetus , Scrapie/transmission , Sodium Hydroxide , Tissue Extracts
7.
Int J Gynaecol Obstet ; 136(2): 205-209, 2017 Feb.
Article in English | MEDLINE | ID: mdl-28099741

ABSTRACT

OBJECTIVE: To assess whether a social marketing initiative focusing on medicated abortion via a mifepristone/misoprostol "combipack" has contributed to reducing unsafe abortion in Cambodia. METHODS: In a questionnaire-based cross-sectional study, annual household surveys were conducted across 13 Cambodian provinces in 2010, 2011, and 2012. One married woman of reproductive age who was not pregnant and did not wish to be within the next 2 years in each randomly selected household was approached for inclusion. Participants were interviewed using a structured questionnaire. RESULTS: The questionnaire was completed by 1843 women in 2010, 2068 in 2011, and 2059 in 2012. Manual vacuum aspiration was reported by 61 (72.6%) of 84 women surveyed in 2010 who reported an abortion in the previous 12 months, compared with only 28 (52.8%) of 53 in 2012 (P=0.001). The numbers of women undergoing medicated abortion increased from 22 (26.2%) of 84 in 2010 to 27 (49.1%) of 53 in 2012 (P=0.003), whereas the numbers undergoing unsafe abortion decreased from 4 (4.8%) in 2010 to 0 in 2012 (P=0.051). CONCLUSION: Social marketing of medication abortion coupled with provider training in clinical and behavioral change could have contributed to a reduction in the prevalence of unsafe abortion and shifted the types of abortion performed in Cambodia, while not increasing the overall number of abortions.


Subject(s)
Abortifacient Agents, Nonsteroidal/supply & distribution , Abortion, Induced/methods , Abortion, Induced/trends , Choice Behavior , Social Marketing , Adolescent , Adult , Cambodia , Cross-Sectional Studies , Female , Humans , Maternal Mortality , Middle Aged , Mifepristone/supply & distribution , Misoprostol/supply & distribution , Pregnancy , Surveys and Questionnaires , Vacuum Curettage/statistics & numerical data , Young Adult
8.
J Pharm Biomed Anal ; 128: 398-407, 2016 Sep 05.
Article in English | MEDLINE | ID: mdl-27344629

ABSTRACT

Monoclonal antibody (mAb) drugs constitute the largest class of protein therapeutics currently on the market. Correctly folded protein higher order structure (HOS), including quinary structure, is crucial for mAb drug quality. The quinary structure is defined as the association of quaternary structures (e.g., oligomerized mAb). Here, several commonly available analytical methods, i.e., size-exclusion-chromatography (SEC) FPLC, multi-angle light scattering (MALS), circular dichroism (CD), NMR and multivariate analysis, were combined and modified to yield a complete profile of HOS and comparable metrics. Rituximab and infliximab were chosen for method evaluation because both IgG1 molecules are known to be homologous in sequence, superimposable in Fab crystal structure and identical in Fc structure. However, herein the two are identified to be significantly different in quinary structure in addition to minor secondary structure differences. All data collectively showed rituximab was mostly monomeric while infliximab was in mono-oligomer equilibrium driven by its Fab fragment. The quinary structure differences were qualitatively inferred from the less used but more reproducible dilution-injection-SEC-FPLC curve method. Quantitative principal component analysis (PCA) was performed on NMR spectra of either the intact or the in-situ enzymatic-digested mAb samples. The cleavage reactions happened directly in NMR tubes without further separation, which greatly enhanced NMR spectra quality and resulted in larger inter- and intra-lot variations based on PCA. The new in-situ enzymatic digestion method holds potential in identifying structural differences on larger therapeutic molecules using NMR.


Subject(s)
Infliximab/chemistry , Magnetic Resonance Spectroscopy/methods , Protein Conformation , Rituximab/chemistry , Chemistry Techniques, Analytical , Immunoglobulin Fab Fragments/chemistry
9.
Anal Biochem ; 490: 52-4, 2015 Dec 01.
Article in English | MEDLINE | ID: mdl-26278168

ABSTRACT

N-sulfonated oversulfated chondroitin sulfate (NS-OSCS), recently reported as a potential threat to the heparin supply, was prepared along with its intermediate derivatives. All compounds were spiked into marketplace heparin and subjected to United States Pharmacopeia (USP) identification assays for heparin (proton nuclear magnetic resonance [(1)H NMR], chromatographic identity, % galactosamine [%GalN], anti-factor IIa potency, and anti-factor Xa/IIa ratio). The U.S. Food and Drug Administration (FDA) strong-anionic exchange high-performance liquid chromatography (SAX-HPLC) method resolved NS-OSCS from heparin and OSCS and had a limit of detection of 0.26% (w/w) NS-OSCS. The %GalN test was sensitive to the presence of NS-OSCS in heparin. Therefore, current USP heparin monograph tests (i.e., SAX-HPLC and %GalN) detect the presence of NS-OSCS in heparin.


Subject(s)
Anticoagulants/chemistry , Chondroitin Sulfates/analysis , Drug Contamination , Heparin/chemistry , Indicators and Reagents/analysis , Anion Exchange Resins , Anticoagulants/pharmacology , Chondroitin Sulfates/chemistry , Chondroitin Sulfates/toxicity , Chromatography, High Pressure Liquid , Dimethylformamide/chemistry , Drug Contamination/prevention & control , Galactosamine/analysis , Heparin/pharmacology , Hydrazines/chemistry , Indicators and Reagents/chemistry , Indicators and Reagents/toxicity , Limit of Detection , Proton Magnetic Resonance Spectroscopy , Quality Control , United States , United States Food and Drug Administration
10.
Anal Chem ; 87(15): 7880-6, 2015 Aug 04.
Article in English | MEDLINE | ID: mdl-26132464

ABSTRACT

The structural assessment of Rituximab, an IgG1 mAb, was investigated with deep-ultraviolet resonance Raman (DUVRR) spectroscopy. DUVRR spectroscopy was used to monitor the changes to the secondary structure of Rituximab under thermal stress. DUVRR spectra showed obvious changes from 22 to 72 °C. Specifically, changes in the amide I vibrational mode were assigned to an increase in unordered structure (random coil). Structural changes in samples heated to 72 °C were related to loss in drug potency via a complement dependent cytotoxicity (CDC) bioassay. The DUVRR spectroscopic method shows promise as a tool for the quality assessment of mAb drug products and would represent an improvement over current methodology in terms of analysis time and sample preparation. To determine the scope of the method, protein pharmaceuticals of different molecular weights (ranging from 4 to 143 kDa) and secondary structure (ß-sheet, α-helix and unordered structure) were analyzed. The model illustrated the method's sensitivity for the analysis of protein drug products of different secondary structure. Results show promise for DUVRR spectroscopy as a rapid screening tool of a variety of formulated protein pharmaceuticals.


Subject(s)
Hot Temperature , Rituximab/chemistry , Spectrum Analysis, Raman , Protein Structure, Secondary , Spectrophotometry, Ultraviolet , Time Factors
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