Process intensification of EB66® cell cultivations leads to high-yield yellow fever and Zika virus production

A live-attenuated, human vaccine against mosquito-borne yellow fever virus has been available since the 1930s. The vaccine provides long-lasting immunity and consistent mass vaccination campaigns counter viral spread. However, traditional egg-based vaccine manufacturing requires about 12 months and vaccine supplies are chronically close to shortages. In particular, for urban outbreaks, vaccine demand can be covered rarely by global stockpiling. Thus, there is an urgent need for an improved vaccine production platform, ideally transferable to other flaviviruses including Zika virus. Here, we present a proof-of-concept study regarding cell culture-based yellow fever virus 17D (YFV) and wild-type Zika virus (ZIKV) production using duck embryo-derived EB66® cells. Based on comprehensive studies in shake flasks, 1-L bioreactor systems were operated with scalable hollow fiber-based tangential flow filtration (TFF) and alternating tangential flow filtration (ATF) perfusion systems for process intensification. EB66® cells grew in chemically defined medium to cell concentrations of 1.6 × 10⁸ cells/mL. Infection studies with EB66®-adapted virus led to maximum YFV titers of 7.3 × 10⁸ PFU/mL, which corresponds to about 10 million vaccine doses for the bioreactor harvest. For ZIKV, titers of 1.0 × 10¹⁰ PFU/mL were achieved. Processes were automated successfully using a capacitance probe to control perfusion rates based on on-line measured cell concentrations. The use of cryo-bags for direct inoculation of production bioreactors facilitates pre-culture preparation contributing to improved process robustness. In conclusion, this platform is a powerful option for next generation cell culture-based flavivirus vaccine manufacturing.

     

Safety profile of Coartem®: the evidence base

Background

Dihydroartemisinin (DHA), a powerful anti-malarial drug, has been used as monotherapy and artemisinin-based combination therapy (ACT) for more than decades. So far, however, the tissue distribution and metabolic profile of DHA data are not available from animal and humans.

Methods

Pharmacokinetics, tissue distribution, mass balance, and elimination of [¹⁴C] DHA have been studieded in rats following a single intravenous administration. Protein binding was performed with rat and human plasma. Drug concentrations were obtained up to 192 hr from measurements of total radioactivity and drug concentration to determine the contribution by the parent and metabolites to the total dose of drug injected from whole blood, plasma, urine and faecal samples.

Results

Drug was widely distributed after 1 hr and rapidly declined at 24 hr in all tissues except spleen until 96 hrs. Only 0.81% of the total radioactivity was detected in rat brain tissue. DHA revealed a high binding capacity with both rat and human plasma proteins (76–82%). The concentration of total radioactivity in the plasma fraction was less than 25% of that in blood total. Metabolism of DHA was observed with high excretion via bile into intestines and approximately 89–95% dose of all conjugations were accounted for in blood, urine and faeces. However, the majority of elimination of [¹⁴C] DHA was through urinary excretion (52% dose). The mean terminal half-lives of plasma and blood radioactivity (75.57–122.13 h) were significantly prolonged compared with that of unchanged DHA (1.03 h).

Conclusion

In rat brain, the total concentration of [¹⁴C] was 2-fold higher than that in plasma, indicating the radioactivity could easily penetrate the brain-blood barrier. Total radioactivity distributed in RBC was about three- to four-fold higher than that in plasma, suggesting that the powerful anti-malarial potency of DHA in the treatment of blood stage malaria may relate to the high RBC binding. Biliary excretion and multiple concentration peaks of DHA have been demonstrated with high urinary excretion due to a most likely drug re-absorption in the intestines (enterohepatic circulation). The long lasting metabolites of DHA (> 192 hr) in the rats may be also related to the enterohepatic circulation.     

Validity of the Myotest® in measuring force and power production in the squat and bench press

The purpose of this study was to verify the concurrent validity of a bar-mounted Myotest? instrument in measuring the force and power production in the squat and bench press exercises when compared to the gold standard of a computerized linear transducer and force platform system. Fifty-four men (bench press: 39-171 kg; squat: 75-221 kg) and 43 women (bench press: 18-80 kg; squat: 30-115 kg) (age range 18-30 years) performed a 1 repetition maximum (1RM) strength test in bench press and squat exercises. Power testing consisted of the jump squat and the bench throw at 30% of each subject's 1RM. During each measurement, both the Myotest? instrument and the Celesco linear transducer of the directly interfaced BMS system (Ballistic Measurement System [BMS] Innervations Inc, Fitness Technology force plate, Skye, South Australia, Australia) were mounted to the weight bar. A strong, positive correlation (r) between the Myotest and BMS systems and a high correlation of determination (R2) was demonstrated for bench throw force (r = 0.95, p < 0.05) (R2 = 0.92); bench throw power (r = 0.96, p < 0.05) (R2 = 0.93); squat jump force (r = 0.98, p < 0.05) (R2 = 0.97); and squat jump power (r = 0.91, p < 0.05) (R2 = 0.82). In conclusion, when fixed on the bar in the vertical axis, the Myotest is a valid field instrument for measuring force and power in commonly used exercise movements.     

Impact of protein fouling on nanoparticle capture within the Viresolve® Pro and Viresolve® NFP virus removal membranes

Virus filtration is a robust size-based technique that can provide the high level of viral clearance required for the production of mammalian-derived biotherapeutics such as monoclonal antibodies. Several studies have shown that the retention characteristics of some, but not all, virus filters can be significantly affected by membrane fouling, but there have been no direct measurements of how protein fouling might alter the location of virus capture within these membranes. The objective of this study was to directly examine the effect of protein fouling by human immunoglobulin G (IgG) on virus capture within the Viresolve® Pro and Viresolve® NFP membranes by scanning electron microscopy using different size gold nanoparticles. IgG fouling shifted the capture location of 20 nm gold nanoparticles further upstream within the Viresolve® Pro filter due to the constriction and/or blockage of the pores in the virus retentive region of the filter. In contrast, IgG fouling had no measurable effect on the capture of 20 nm nanoparticles in the Viresolve® NFP membrane, and IgG fouling had no effect on the capture of larger 40 and 100 nm nanoparticles in either membrane. These results provide important insights into how protein fouling alters the virus retention characteristics of different virus filters.     

From virus to inflammation: mechanisms of RIG-I-induced IL-1β production

Early detection of viruses by the innate immune system is critical for host defense. Antiviral immunity is initiated by germline encoded pattern recognition receptors (PRRs) that recognize viral pathogen-associated molecular patterns (PAMPs) such as nucleic acids. Intracellular PRRs then drive the production of interferons and cytokines to orchestrate immune responses. One key host factor that is critical for antiviral immunity and for systemic inflammatory reactions including fever is interleukin-1beta (IL-1β). Here we discuss current insights into the molecular mechanisms how the cytosolic RNA helicase RIG-I triggers NF-κB signaling and inflammasome activation specifically for RNA virus-induced IL-1β production.     

17β-estradiol inhibits the production of infectious particles of hepatitis C virus

Persistent infection with hepatitis C virus causes serious liver diseases, such as chronic hepatitis, hepatic cirrhosis and hepatocellular carcinoma. The male gender is one of the critical factors in progression of hepatic fibrosis due to chronic HCV infection; thus female hormones may play a role in delaying the progression of hepatic fibrosis. It has also been reported that women are more likely than men to clear HCV in the acute phase of infection. These observations lead the present authors to the question: do female hormones inhibit HCV infection? In this study using HCV J6/JFH1 and Huh‐7.5 cells, the possible inhibitory effect(s) of female hormones such as 17β‐estradiol (the most potent physiological estrogen) and progesterone on HCV RNA replication, HCV protein synthesis and production of HCV infectious particles (virions) were analyzed. It was found that E₂, but not P₄, significantly inhibited production of the HCV virion without inhibiting HCV RNA replication or HCV protein synthesis. E₂–mediated inhibition of HCV virion production was abolished by a nuclear estrogen receptor (ER) antagonist ICI182780. Moreover, treatment with the ERα‐selective agonist 4, 4′, 4″‐ (4‐propyl‐[1H]‐pyrazole‐1, 3, 5‐triyl)trisphenol (PPT), but not with the ERβ‐selective agonist 2, 3‐bis (4‐hydroxyphenyl)‐propionitrile (DPN) or the G protein‐coupled receptor 30 (GPR30)‐selective agonist 1‐(4‐[6‐bromobenzo 1, 3 dioxol‐5‐yl]‐3a, 4, 5, 9b‐tetrahydro‐3H‐cyclopenta [c] quinolin‐8‐yl)‐ethanone (G‐1), significantly inhibited HCV virion production. Taken together, the present results suggest that the most potent physiological estrogen, E₂, inhibits the production of HCV infectious particles in an ERα–dependent manner.     

Utilization of the guanylyltransferase and methyltransferases of vaccinia virus to modify and identify the 5′-terminals of heterologous RNA species

Enzymes extracted from purified vaccinia virus particles were used to catalyze the guanylylation (i.e. capping) and/or methylation of heterologous RNA species containing two or three phosphates or the structure m⁷G(5′)pppN at their 5′-terminals. This procedure provides a novel and specific method of labeling the 5′-terminals with $\text{[}{}^{\mathrm{\alpha -32}}\text{P]GTP}$ or S-adenosyl-[methyl-³H]methionine. Analysis of the RNAs of satellite tobacco necrosis virus and tobacco mosaic virus that were modified in this manner indicated that the original 5′-terminal sequences were (p)ppApGpPy and m⁷G(5′)pppGpU, respectively, which were enzymatically converted to m⁷G(5′)pppA^mpGpPy and m⁷G(5′)pppG^mpU.     

In vitro inhibition of monkeypox virus production and spread by Interferon-β

Background

Despite inducing a sustained increase in CD4+ T cell counts, intermittent recombinant IL-2 (rIL-2) therapy did not confer a better clinical outcome in HIV-infected patients enrolled in large phase III clinical trials ESPRIT and SILCAAT. Several hypotheses were evoked to explain these discrepancies. Here, we investigated the impact of low and high doses of IL-2 in Rhesus macaques of Chinese origin infected with SIVmac251 in the absence of antiretroviral therapy (ART).

Results

We demonstrated that rIL-2 induced a dose dependent expansion of CD4+ and CD8+ T cells without affecting viral load. rIL-2 increased CD4 and CD8 Treg cells as defined by the expression of CD25^highFoxP3⁺CD127^low. We also showed that rIL-2 modulated spontaneous and Fas-mediated CD4⁺ and CD8⁺ T cell apoptosis. The higher dose exhibited a dramatic pro-apoptotic effect on both CD4⁺ and CD8⁺ T cell populations. Finally, all the animals treated with rIL-2 developed a wasting syndrome in the month following treatment simultaneously to a dramatic decrease of circulating effector T cells.

Conclusion

These data contribute to the understanding of the homeostatic and dosage effects of IL-2 in the context of SIV/HIV infection.     

A whole-cell process for the production of ε-caprolactone in aqueous media

ε-Caprolactone is an industrially important intermediate produced in multi-10,000 ton scale annually with broad applications. We report on a whole-cell biocatalytic conversion of cyclohexanol to ε-caprolactone using the combination of alcohol dehydrogenase (ADH) with two stability-improved variants (QM and M15) of the Baeyer-Villiger monooxygenase CHMO with a special focus on process development at the 200 mM scale. Influence of parameters such as volumetric mass transfer co-efficient, stirrer speed and catalytic loading (amount of E. coli whole-cells expressing ADH and CHMO) on the process efficiency were studied and optimised. This resulted in over 98% conversion, a product titer of 20 g L^–1 and an isolated product amount of 9.1 g (80%). This corresponds to a space-time yield of 1.1 g L^–1 h⁻¹ and a reaction yield (mole of product per mole substrate) of 0.9. Comparing the two CHMO variants a significant difference in catalytic yield (weight of product to weight of catalyst; 0.6 vs 0.3) was observed without any inherent changes in the process. Hence, the reported process can accommodate in the future improved variants of the CHMO.     

Chemical composition of Propolis Extract ACF® and activity against herpes simplex virus

Propolis Extract ACF^® (PPE) is a purified extract manufactured from propolis collected in a Canadian region rich in poplar trees, and it is the active substance of a topical ointment used against herpes labialis (cold sores or fever blisters). Aim of this study was to analyze the chemical composition of PPE in order to understand the plant origin and possible relations between compounds and antiviral activity, and to characterize the antiviral activity of the extract against herpes simplex virus in vitro.Material and methodsThe analysis of the propolis extract samples was conducted by Gas Chromatography–Mass Spectrometry (GC–MS). The antiviral activity was tested against herpes simplex viruses type 1 and type 2 in MDBK cell cultures by treating the cells with PPE at the time of virus adsorption, and by incubating the virus with the extract before infection (virucidal assay).ResultsResults from the GC–MS analyses revealed a dual plant origin of PPE, with components derived from resins of two different species of poplar. The chemical composition appeared standardized between extract samples and was also reproduced in the sample of topical ointment. The antiviral studies showed that PPE had a pronounced virucidal effect against herpes simplex viruses type 1 and type 2, and also interfered with virus adsorption.     

Study on the flocs poly-β-hydroxybutyrate production and process optimization in the bio-flocs technology system

The bio-flocs technology (BFT) was applied in the sequencing batch reactor (SBR) to treat aquaculture wastewater for flocs poly-β-hydroxybutyrate (PHB) accumulation with alternant anaerobic and aerobic conditions. The statistical modeling approach was used to evaluate system performance and to optimize the flocs PHB yield at batch mode. The results show that all variables have significant impact on the response objective, as well as the interactions of the C/N ratio with the flocs biomass concentration (VSS) and anaerobic time, respectively. By process optimization, approximately 150-200 PHB/VSS (mg·g) of flocs PHB yield was achieved in the range of 4-7 g/l of flocs biomass concentration, 15-18 of the C/N ratio and 50-85 min of anaerobic time in the BFT systems. The results demonstrated that a suitable flocs PHB yield can be obtained via optimizing the ex-situ operating strategy, which have potential prebiotic value and practical implication for the sustainable aquaculture.     

Use of VIRAZOLE® to eradicate odontoglossum ringspot virus from in vitro cultures of Cymbidium Sw.

Odontoglossum Ringspot Virus has been eradicated from Cymbidium Sw. through chemotherapy based on incorporation of ribavirin (VIRAZOLE^®) into the in vitro culture medium of protocorms. Applications of the virustatic agent for several consecutive subcultures freed protocorms of the virus. Acclimated plantlets regenerated from those protocorms are healthy as determinated by enzyme-linked immunosorbent assay (ELISA). No resurgence of virus occurred over a period of 5 years. Besides, trueness to type was total at flowering level and the batch grown was perfectly homogeneous.To secure fast and effective eradication of the virus during the consecutive subcultures of protocorms with ribavirin, three factors proved to be of prime importance: accurate isolation of new growths from initial tissues, VIRAZOLE^® concentration and frequency of transplanting in new media.     

Application of recombinant Bacillus subtilis γ-glutamyltranspeptidase to the production of l-theanine

l-Theanine, which has seen increasing use in the functional food industry, can be prepared via enzymatic synthesis using γ-glutamyltranspeptidase (GGT; EC 2.3.2.2). In this study, the GGT from Bacillus subtilis 168 was cloned and expressed as a secreted protein using Escherichia coli BL21(DE3). The enzymatic properties of the GGT and the optimal conditions for the enzymatic synthesis of l-theanine were investigated in detail. The activity of the enzyme was optimal at pH 10; the optimal temperature was 50 °C. Desirable pH stability was observed between pH 5 and pH 12, and adequate thermostability was seen at 50 °C. In 5 h at 37 °C, the enzyme converted 200 mM l-glutamine and 2.2 M ethylamine to l-theanine with a final yield of 78%. Yields of l-theanine decreased to 58% when using 500 mM Gln and 45% when using 1 M Gln. The yield of l-theanine obtained at high substrate concentration provides the basis for the industrial-scale production of l-theanine.     

Kinetic modelling of the production of methyl oleate by Celite® supported lipase sol–gels

This study illustrates the benefits of Celite^® supported lipase sol–gels for the transesterification of triolein to produce methyl oleate. A ping–pong bi–bi kinetic model was developed and validated taking into account the inhibition effects of methanol and glycerol as well as the effect of temperature. Although initial reaction rate models are useful for predicting the kinetics in the absence of products, a kinetic model beyond the initial conditions that considers glycerol inhibition is important. The model developed was consistent with the experimental data (R² = 0.95) predicting an increase in methyl oleate production with increasing methanol concentration up to an optimal range of 1.3 M to 2.0 M depending on the temperature. In general, increasing the temperature increased the initial reaction rate for the immobilized lipase over the temperature range of 40–60 °C. Based on the kinetic constants, the maximum velocity of the reverse reaction is about 25% slower than that of the forward reaction and glycerol inhibition has a more significant effect on the reaction kinetics than methanol inhibition. The model developed would be useful for understanding the effects of methanol and glycerol inhibition as well as temperature on the production of methyl oleate using lipase-mediated enzymatic transesterification.     

BHK 21 C13 cells for Aujeszky’s disease virus production using the multiple harvest process

Production of Aujeszky’s disease virus (ADV) from BHK 21 C13 suspension cells using a simple harvest and multiple harvest process mode was examined. We studied growth kinetics of BHK 21 C31 cells in 750 ml spinner flask containing 500 ml of culture medium. In the simple harvest process of ADV production, 425 ml of virus harvest was obtained with a virus titer of 10^6.4 TCID₅₀ ml⁻¹ which corresponds to 10,676 doses of vaccine. The multiple harvest process resulted in 850 ml of virus harvest with a virus titer of 10^6.5 TCID₅₀ ml⁻¹ corresponding to 26,877 AD vaccine doses. In conclusion, the multiple harvest process mode using BHK 21 C13 can be considered as a favorable process to produce ADV.     

Role of the tof gene in the production and perpetuation of the λdv plasmid

Molecular Genetics and Genomics - A series of λ derivatives carrying tof mutations were tested for their ability to give rise to plasmid λ dv. Phages carrying tof mutations that distorted...     

Habituation and dehabituation to dichlobenil: Simply the equivalent of Penélope's weaving and unweaving process?

The habituation of cell cultures to cellulose biosynthesis inhibitors constitutes a valuable method for learning more about the plasticity of plant cell wall composition and structure. The subculture of habituated cells in the absence of an inhibitor (dehabituation) offers complementary information: some habituation-associated modifications revert, whereas others remain, even after longterm (3–5 years) dehabituation processes. However, is dehabituation simply the opposite to the process of habituation, in the same way that the cloth woven by Penélope during the day was unwoven during the night? Principal Component Analysis applied to Fourier Transformed Infrared (FTIR) spectra of cell walls from dichlobenil-habituated and dehabituated bean cell lines has shown that dehabituation follows a different pathway to that of habituation. Principal component loadings show that dehabituated cells have more pectins, but that these display a lower degree of methyl-esterification, than those of habituated ones. Further analysis of cell walls focusing on the first steps of habituation would serve to identify which specific modifications in pectins are responsible to the fine modulation of cell wall architecture observed during the habituation/dehabituation process.Key words: cell-wall, cellulose, dichlobenil, habituation-dehabituation, Fourier transform infrared spectroscopy, principal component analysisThe habituation of cell cultures to the presence of lethal concentrations of cellulose biosynthesis inhibitors illustrates the ability of cells to survive with a modified cell wall and is therefore a valuable experimental technique for gaining an insight into the plasticity of plant cell wall composition and structure. Dichlobenil-habituated cultures usually display some common features: slower growth rates, irregularly shaped cells, a trend to grow in clumps when cultured in suspension and compensation of reduced cell wall cellulose content with other cell wall components.^1–3Most of the cell wall changes induced during the habituation to dichlobenil reverted when cells were dehabituated by culturing them in an inhibitor-free medium.^4–7 However, even in long term (3–5 years) dehabituated cell cultures, some habituation-induced cell wall modifications remain, such as altered extractability of pectins, a decrease in arabinogalactan proteins and hydroxyproline-rich glycoproteins epitopes, and the presence of a soluble β-(1,4)-glucan, although cellulose levels were restored.^5–7 Most remarkably, in addition to these stable changes in cell wall architecture, bean dehabituated cells retained a high capacity to cope with lethal concentrations of dichlobenil, as dehabituated cells were forty times more tolerant to dichlobenil than non-habituated cells.⁵ In an attempt to explain the dichlobenil resistance of dehabituated cells it was found that they had a constitutively increased peroxidase activity, indicating a positive relationship between habituation to dichlobenil and antioxidant capacity.⁷If most of the cell wall modifications induced during the habituation to dichlobenil eventually revert to those of non-habituated cells during the dehabituation process, a question arises: is dehabituation simply the inverse of habituation, in the same way that the cloth woven by Penelope during the day was unwoven during the night, as narrated in Homer''s The Odyssey?Principal Component Analysis applied to Fourier Transformed InfraRed spectra of cell walls has been demonstrated to be a powerful technique for conducting comparative analysis of a wide range of cell wall samples.^3,8 Therefore, a suitable approach to answering this question consists in comparison of cell walls from dichlobenil-habituated and dehabituated bean cell lines using this technique.Clearly, FTIR spectra of cell walls from dehabituated cells with few subcultures in the absence of the herbicide resemble those from cultures habituated to high dichlobenil concentrations.⁵ However, the spectra from cells habituated to low inhibitor concentrations and from cells dehabituated for long periods of time⁷ were more similar to those from non-habituated ones. In fact, when Principal Component Analysis is applied to the entire range, Principal Component 2 (PC2) discriminates between Sh₁₂ (corresponding to cells habituated to high dichlobenil concentration) and the rest of the spectra, which is indicative of the above-mentioned similarity (Fig. 1). Nevertheless, PC1 clearly discriminates between spectra from long-term dehabituated cell walls (located at the positive side) and those from cells habituated to low dichlobenil concentrations (at the negative side). This indicates that progression towards dehabituation follows a different path to that of habituation.Open in a separate windowFigure 1Principal Component Analysis of spectra of cell walls from different calluses. A plot of the first two Principal Components scores is represented based on the FTIR spectra of cell walls from non-habituated cells (Snh, ○), cells habituated to different dichlobenil concentrations (Sh, ▲), and cells previously habituated to 12 µm dichlobenil, with a different number of subcultures in the absence of the herbicide (Sd, ◆). Subindexes indicate dichlobenil concentrations in the growth media of habituated cells (0.3, 0.4 or 12 µm); superindexes indicate number of subcultures in the same media. Arrows indicate the different pathways followed by dichlobenil habituation and dehabituation: black arrows, from non-habituated to habituated cells (habituation), and white arrows, from habituated to non-habituated cells (dehabituation).With the aim of identifying those factors which determine this different pathway, PC1 and PC2 loading factors were analyzed (Fig. 2). This analysis indicated that PC2 (explaining 26.4% of total variance) has a positive correlation with wavenumbers attributed to uronic acids (1,420 and 1,600 cm⁻¹) and galactose (950 cm⁻¹), and a negative correlation with wavenumbers associated with cellulose (1,040, 1,060, 1,175, 1,320 and 1,370 cm⁻¹) and xyloglucan (1,125 cm⁻¹). Thus, Sh₁₂ cell walls (clearly located at the positive side of PC2) are pectin enriched and cellulose/xyloglucan impoverished. As explained above, PC1 discriminates between cell walls from dehabituated cell lines and those from cells habituated to low concentrations of dichlobenil. PC1 (accounting for 42.55% of total variance) has a negative correlation with wavenumbers associated with methylester groups (negative peaks at 1,250 and 1,720 cm⁻¹), and a positive correlation with the so called “fingerprint” region (980–1,200 cm⁻¹). Therefore, cell walls from dehabituated cells (those located at the positive side of PC1) would have lower methyl-esterified pectins when compared with cells habituated to low concentrations of dichlobenil.Open in a separate windowFigure 2Loadings for PC1 and PC2 corresponding to Figure 1. White arrowheads point wavenumbers associated with methyl-esterification; black arrowheads, those associated with cellulose and hemicelluloses, and grey arrowheads indicate wavenumbers associated with uronic acids and galactose.Previous results had revealed that dichlobenil habituated cells experienced a progressive reversion in their cell wall composition when they were subcultured in an inhibitor-free medium, gradually increasing their xyloglucan and cellulose content,^5,6 and that both dichlobenil habituated and dehabituated cells showed changes in the distribution of pectin among cell wall fractions: cell suspensions with a low habituation level had cell walls with a higher amount of pectins, and these were more methyl-esterified.⁶Now, FTIR spectroscopy in association to Principal Component Analysis has shown that, although some of the changes observed in the first steps of habituation and in the last steps of dehabituation are common (i.e., reversion of cellulose content), some other changes affect habituated and dehabituated cells differently, and that these changes involve mainly pectin composition and organization. A more detailed analysis of cell walls focusing on the first steps of habituation will serve to identify which specific modifications are responsible for the differences observed in the pectic component and, consequently, responsible for the fine modulation of cell wall architecture.