Artificial neural network associated to UV/Vis spectroscopy for monitoring bioreactions in biopharmaceutical processes

Currently, mammalian cells are the most utilized hosts for biopharmaceutical production. The culture media for these cell lines include commonly in their composition a pH indicator. Spectroscopic techniques are used for biopharmaceutical process monitoring, among them, UV–Vis spectroscopy has found scarce applications. This work aimed to define artificial neural networks architecture and fit its parameters to predict some nutrients and metabolites, as well as viable cell concentration based on UV–Vis spectral data of mammalian cell bioprocess using phenol red in culture medium. The BHK-21 cell line was used as a mammalian cell model. Off-line spectra of supernatant samples taken from batches performed at different dissolved oxygen concentrations in two bioreactor configurations and with two pH control strategies were used to define two artificial neural networks. According to absolute errors, glutamine (0.13 ± 0.14 mM), glutamate (0.02 ± 0.02 mM), glucose (1.11 ± 1.70 mM), lactate (0.84 ± 0.68 mM) and viable cell concentrations (1.89 105 ± 1.90 105 cell/mL) were suitably predicted. The prediction error averages for monitored variables were lower than those previously reported using different spectroscopic techniques in combination with partial least squares or artificial neural network. The present work allows for UV–VIS sensor development, and decreases cost related to nutrients and metabolite quantifications.

Micropreparative isoelectric focusing protein separation in a suspended drop

IEF protein binary separations were performed in a 12-μL drop suspended between two palladium electrodes, using pH gradients created by electrolysis of simple buffers at low voltages (1.5-5 V). The dynamics of pH gradient formation and protein separation were investigated by computer simulation and experimentally via digital video microscope imaging in the presence and absence of pH indicator solution. Albumin, ferritin, myoglobin, and cytochrome c were used as model proteins. A drop containing 2.4 μg of each protein was applied, electrophoresed, and allowed to evaporate until it splits to produce two fractions that were recovered by rinsing the electrodes with a few microliters of buffer. Analysis by gel electrophoresis revealed that anode and cathode fractions were depleted from high pI and low pI proteins, respectively, whereas proteins with intermediate pI values were recovered in both fractions. Comparable data were obtained with diluted bovine serum that was fortified with myoglobin and cytochrome c.

Proton transfer from the bulk to the bound ubiquinone QB of the reaction center in chromatophores of Rhodobacter sphaeroides: Retarded conveyance by neutral water

The mechanism of proton transfer from the bulk into the membrane protein interior was studied. The light-induced reduction of a bound ubiquinone molecule QB by the photosynthetic reaction center is accompanied by proton trapping. We used kinetic spectroscopy to measure (i) the electron transfer to QB (at 450 nm), (ii) the electrogenic proton delivery from the surface to the QB site (by electrochromic carotenoid response at 524 nm), and (iii) the disappearance of protons from the bulk solution (by pH indicators). The electron transfer to QB− and the proton-related electrogenesis proceeded with the same time constant of ≈100 μs (at pH 6.2), whereas the alkalinization in the bulk was distinctly delayed (τ ≈ 400 μs). We investigated the latter reaction as a function of the pH indicator concentration, the added pH buffers, and the temperature. The results led us to the following conclusions: (i) proton transfer from the surface-located acidic groups into the QB site followed the reduction of QB without measurable delay; (ii) the reprotonation of these surface groups by pH indicators and hydronium ions was impeded, supposedly, because of their slow diffusion in the surface water layer; and (iii) as a result, the protons were slowly donated by neutral water to refill the proton vacancies at the surface. It is conceivable that the same mechanism accounts for the delayed relaxation of the surface pH changes into the bulk observed previously with bacteriorhodopsin membranes and thylakoids. Concerning the coupling between proton pumps in bioenergetic membranes, our results imply a tendency for the transient confinement of protons at the membrane surface.

Proton transport by a bacteriorhodopsin mutant, aspartic acid-85-->asparagine, initiated in the unprotonated Schiff base state.

At alkaline pH the bacteriorhodopsin mutant D85N, with aspartic acid-85 replaced by asparagine, is in a yellow form (lambda max approximately 405 nm) with a deprotonated Schiff base. This state resembles the M intermediate of the wild-type photocycle. We used time-resolved methods to show that this yellow form of D85N, which has an initially unprotonated Schiff base and which lacks the proton acceptor Asp-85, transports protons in the same direction as wild type when excited by 400-nm flashes. Photoexcitation leads in several milliseconds to the formation of blue (630 nm) and purple (580 nm) intermediates with a protonated Schiff base, which decay in tens of seconds to the initial state (400 nm). Experiments with pH indicator dyes show that at pH 7, 8, and 9, proton uptake occurs in about 5-10 ms and precedes the slow release (seconds). Photovoltage measurements reveal that the direction of proton movement is from the cytoplasmic to the extracellular side with major components on the millisecond and second time scales. The slowest electrical component could be observed in the presence of azide, which accelerates the return of the blue intermediate to the initial yellow state. Transport thus occurs in two steps. In the first step (milliseconds), the Schiff base is protonated by proton uptake from the cytoplasmic side, thereby forming the blue state. From the pH dependence of the amplitudes of the electrical and photocycle signals, we conclude that this reaction proceeds in a similar way as in wild type--i.e., via the internal proton donor Asp-96. In the second step (seconds) the Schiff base deprotonates, releasing the proton to the extracellular side.

Biotransformações na obtenção de hidróxi-selenetos e hidróxi-teluretos quirais

Neste trabalho foi estudado o comportamento de hidróxi-calcogenetos (Se e Te) frente a biotransformações, empregando enzimas isoladas em meio orgânico ou aquoso e empregando microorganismos (fungos). Estudos comparativos sobre a influência de diversas variáveis, como solvente, temperatura, imobilização enzimática e estrutura do hidróxi-calcogeneto, foram realizados. Inicialmente os compostos foram sintetizados utilizando métodos descritos na literatura, em seguida foi estudada a resolução de hidróxiselenetos em meio orgânico empregando lipases isoladas (Esquema 1), (ver arquivo), incluindo um estudo de imobilização da PSL em diversos suportes, além do estudo da influência da variação do solvente, da temperatura, da lipase, etc. Na resolução em meio aquoso empregando enzimas isoladas, primeiramente os hidróxi-selenetos foram acetilados quimicamente e depois realizado uma triagem (com dez enzimas de diferentes fontes) empregando indicador de pH colori métrico. Posteriormente os acetatos dos hidróxi-selenetos (Esquema 2) (ver arquivo) foram submetidos à resolução enzimática em meio aquoso empregando as enzimas que foram selecionadas na triagem enzimática. As biotransformações utilizando fungos foram realizadas empregando células inteiras de algumas linhagens de Aspergillus terreus. Na seqüência foi realizada a resolução de hidróxi-teluretos em meio orgânico utilizando lipases isoladas (Esquema 3)(ver arquivo). Nessas resoluções também foi estudada a influência da variação do solvente, da lipase, do tempo, etc. De forma a demonstrar a importância dos compostos resolvidos, um hidróxi-seleneto quiral e dois hidróxi-teluretos quirais foram usados para preparar compostos pertencentes a classes de unidades estruturais de vasta ocorrência em produtos naturais: um álcool alílico e duas lactonas (Esquema 4)(ver arquivo).

New bodipy dyads for two-photons fluorescence imaging in cells

Fluorescent probes are essential tools for studying biological systems. The last decade has witnessed particular interest in the development of two-photon excitable probes, due to their advantageous features in tissue imaging compared to the corresponding one-photon probes [1]. Recently, we have designed and synthetized an aminonaphthalimide–BODIPY derivative as energy transfer cassettes and were found to show very fast and efficient BODIPY fluorescence sensitization [2]. This was observed upon one- and two-photon excitation, which extends the application range of the investigated bichromophoric dyads in terms of accessible excitation wavelengths. In order to increase the two-photon absorption of the system aminonaphthalimide fluorophore was replace with a Prodan analog (BODIPY dyad 1), which presents found a variety of applications as probes and labels in biology [3]. The two-photon absorption cross-section  of the dyads is significantly incremented by the presence of the 6-acetyl-2-naphthylamine donor group. The emission maximum of a BODIPY fluorophore can significantly be red-shifted in comparison to their precursors by conjugation with aromatic aldehydes. [4] We use a synthetic strategy to obtain BODIPY dyad 2 that incorporates an imidazole ring. This molecule can be used in biological media as a near-neutral pH indicator based on one- and two-photon excitable BODIPY acceptor.

Isotopic composition of inorganic carbon as an indicator of benzoate degradation by Pseudomonas putida: temperature, growth rate and pH effects.

Degradation experiments of benzoate by Pseudomonas putida resulted in enzymatic carbon isotope fractionations. However, isotopic temperature effects between experiments at 20 and 30 °C were minor. Averages of the last three values of the CO2 isotopic composition (δ13CCO2(g)) were more negative than the initial benzoate δ13C value (−26.2‰ Vienna Pee Dee Belenite (VPDB)) by 3.8, 3.4 and 3.2‰ at 20, 25 and 30 °C, respectively. Although the maximum isotopic temperature difference found was only 0.6‰, more extreme temperature variations may cause larger isotope effects. In order to understand the isotope effects on the total inorganic carbon (TIC), a better measure is to calculate the proportions of the inorganic carbon species (CO2(g), CO2(aq) and HCO3−) and to determine their cumulative δ13CTIC. In all three experiments δ13CTIC was more positive than the initial isotopic composition of the benzoate at a pH of 7. This suggests an uptake of 12C in the biomass in order to match the carbon balance of these closed system experiments.

Monitoring of saliva pH using miniaturized sensing tools as an indicator of oral health

The monitoring of oral disease is important, not alone for oral health, but for the detection and prevention of
systemic disease. The link between oral health and systemic disease is the focus of many studies, with
indications emerging of a causal link [1]. For disease diagnostics, blood has typically been the fluid of choice
for analysis, the retrieval of which is invasive and therefore unsuitable for wearable technology. Analysis of
saliva, however, is less invasive than that of blood, requires little or no pre-treatment and is abundantly
available. A strong correlation has been found between the analytes of blood and saliva [2] with saliva
containing biomarkers for diseases such as diabetes, oral cancer and cardiovascular disease. The development of
an implantable multi-parametric wireless sensor, to monitor both salivary analytes and changes in gingival
temperature, is the aim of this research project.
The aim of our current study is to detect changes in salivary pH, using a gold electrode with a pHsensitive
iridium oxide layer, and an Ion Sensitive Field Effect Transistor probe. Characterisation studies were
carried out in artificial saliva (AS). A salivary pH of between 4.5pH-7.5pH [3], and gingival temperature
between 35°C-38°C [4], were identified as the target range of interest for the human oral environment. Sensor
measurements were recorded in solutions of varying pH and temperature. An ISFET probe was then implanted
into a prototype denture and characterised in AS. This study demonstrates the suitability of ISFET and gold
electrode pH sensors for incorporation into implantable oral sensors.
[1] G. Taylor and W. Borgnakke, “Periodontal disease: associations with diabetes, glycemic control and
complications,” Oral Dis., vol. 14, no. 3, pp. 191–203, Apr. 2008.
[2] E. Tékus, M. Kaj, E. Szabó, N. L. Szénási, I. Kerepesi, M. Figler, R. Gábriel, and M. Wilhelm,
“Comparison of blood and saliva lactate level after maximum intensity exercise,” Acta Biol. Hung., vol. 63
Suppl 1, pp. 89–98, 2012.
[3] S. Naveen, M. L. Asha, G. Shubha, A. Bajoria, and A. Jose, “Salivary Flow Rate, pH and Buffering
Capacity in Pregnant and Non Pregnant Women - A Comparative Study,” JMED Res., pp. 1–8, Feb. 2014.
[4] A. F. Holthuis and F. S. Chebib, “Observations on temperature and temperature patterns of the gingiva. I.
The effect of arch, region and health,” J. Periodontol., vol. 54, no. 10, pp. 624–628, Oct. 1983

Phenolphthalein immobilized membrane for an optical pH sensor

A phenolphthalein immobilized cellulose membrane for an optical pH sensor was described. The phenolphthalein was first reacted with the formaldehyde to produce a series of prepolymers with many hydroxymethyl groups. In this paper, the prepolymers was abbreviated to phenolphthalein-formaldehyde (PPF). Then the PPF was covalently immobilized to the diacetylcellulose membrane via hydroxymethyl groups. Finally the membrane was hydrolyzed in the 0.1 M NaOH solution for 24 h to reduce the response time. Advantageous features of the pH-sensitive membrane include (a) a large dynamic range from pH 8.0 to 12.50, or even broader, (b) rapid response time (2-30 s), (c) easy of fabrication, and (d) a promising material for determination of high pH values. The immobilized PPF has a broader dynamic range from 8.0 to 12.50 than the free phenolphthalein from pH 8.0 to 11.0, and this was due to the newly produced methylenes in our investigation.

An Investigation into the Efficacy of a pH-Sensitive Material for Milk Spoilage Detection

Ambiguous expiration dates on milk cartons can mislead consumers into prematurely disposing unspoiled milk and potentially drinking spoiled milk. These misconceptions can lead to wastage that harms the environment, or potential discomfort and illness. The incorporation of pH-sensitive indicators into plastic milk cartons has the potential to replace stamped expiration dates as the traditional method of milk spoilage indication. We studied the correlation between bacteria count and milk pH to establish pH measurement as an effective indicator of milk quality. We then developed a method for incorporating bromothymol blue, a pH-sensitive color-changing dye, into a hydrogel made of polyacrylamide. This hydrogel can be added to existing packaging for milk or other products with detectable pH changes. Additionally, we conducted a consumer survey and analyzed current food packaging trends in the market. Our research indicates that a spoilage-indicating milk carton could have strong market potential as food industries increasingly adopt intelligent packaging designs.

Carbonation and pH in Mortars Manufactured with Supplementary Cementitious Materials

An investigation of carbonation in mortars and methods of measuring the degree of carbonation and pH change is presented. The mortars were manufactured using ordinary portland cement, pulverized fuel ash, ground granulated blast-furnace slag, metakaolin, and microsilica. The mortars were exposed to a carbon dioxide-rich environment 5% CO2 to accelerate carbonation. The resulting carbonation was measured using phenolphthalein indicator and thermogravimetric analysis. The pH of the pore fluid and a powdered sample, extracted from the mortar, was measured to give an accurate indication of the actual pH of the concrete. The pH of the extracted powder mortar sample was found to be similar to the pH of the pore fluid expressed from the mortars. The thermogravimetric analysis suggested two distinct regions of transport of CO2 within mortar, a surface region where convection was prevalent and a deeper region where diffusion was dominant. The use of microsilica has been shown to decrease the rate of carbonation, while pulverized fuel ash and ground granulated blast-furnace slag have a detrimental effect on carbonation. Metakaolin has little effect on carbonation.

Highly CO2 sensitive extruded fluorescent plastic indicator film based on HPTS

Highly-sensitive optical fluorescent extruded plastic films are reported for the detection of gaseous and dissolved CO2. The pH-sensitive fluorescent dye used is 8-Hydroxypyrene-1,3,6-trisulfonic acid trisodium salt (HPTS, PTS-) coated on the surface of hydrophilic fumed silica and the base is tetrabutylammonium hydroxide (TBAH). The above components are used to create an HPTS pigment (i.e. HPTS/SiO2/TBAH) with a high CO2 sensitivity (%CO2(S=1/2) = 0.16%) and fast 50% response (t50↓) = 2 s and recovery (t50↑) = 5 s times. Highly CO2-sensitive plastic films are then fabricated, via the extrusion of the HPTS pigment powder in low-density polyethylene (LDPE). As with the HPTS-pigment, the luminescence intensity (at 515 nm) and absorbance (at 475 nm) of the HPTS plastic film decreases as the %CO2 in the ambient gas phase increases. The HPTS plastic film exhibits a high CO2 sensitivity, %CO2(S=1/2), of 0.29%, but a response time ˂2 min and recovery time ˂40 min, which is slower than that of the HPTS pigment. The HPTS plastic film is very stable under ambient conditions, (with a shelf life ˃ six month when stored in the dark but under otherwise ambient conditions). Moreover, the HPTS-film is stable in water, salt solution and even in acid (pH=2), and in each of these media it can be used to detect dissolved CO2.

Plan de Mejoramiento Para la Empresa AAA PH SAS Asistencia y Administración A Propiedad Horizontal

La oportunidad del mercado se define como la necesidad de abarcar el mercado de la administración de propiedad horizontal y la venta de copropiedades. Mercado que se encuentra en crecimiento en Bogotá. Enfocándonos en los estratos 5 y 6 de las localidades de Usaquén, Suba y Chapinero. En la actualidad son muy pocas las empresas especializadas en la administración de propiedad horizontal. Existen muchas empresas que intentan abarcar este mercado, pero no hay estrategias de fondo que permitan la satisfacción de los clientes, ni que generen valor agregado. Por lo tanto consideramos que es posible incursionar en el mercado con una idea que introduzca valor, que sea flexible, que cuente con estándares de calidad y que involucre la tecnología, de la mano del internet y la intención de hacerle la vida más fácil a los consejeros y copropietarios. El servicio principal de este emprendimiento es la administración de propiedad horizontal y el servicio secundario es la administración inmobiliaria para la venta de copropiedades. Nuestra capacidad de generar valor está dada a través de nuestra oficina virtual, nuestra estrategia de comunicación, nuestros aliados estratégicos y la asistencia personal dedicada. Las cuales creemos son la base fundamental para aprovechar esta oportunidad de negocio, generando empleo y obteniendo muy buenas ganancias y rentabilidades en el mediano y largo plazo. Hoy el mercado de la propiedad horizontal se encuentra en crecimiento. El tamaño del mercado es de (61.200’000.000) sesenta y un mil doscientos millones de pesos anuales, y crece en promedio alrededor del 1 %. Lo anterior según un estudio de proyección - Perspectivas del mercado de vivienda nueva y del sector edificador en 2012- realizado por la Cámara Colombiana de La Construcción (CAMACOL). AAA PH SAS o Asistencia y Administración a Propiedad Horizontal, cuanta en la actualidad con una participación en el mercado del 0,07843 por ciento, pero para el final de esta proyección se contara con una participación del 0.3921 por ciento. El proyecto se encuentra ubicado en la Avenida carrera 15 número 144-43 apartamento 101, Bogotá DC. El radio de acción está enfocado en las localidades de Suba, Chapinero y Usaquén en las copropiedades estrato 5 y 6. En el futuro se espera abarcar un radio mucho más amplio con oficinas en puntos estratégicos de la ciudad e involucrar municipios aledaños a la ciudad de Bogotá (Chía, Cota, Cajicá), y tal vez otras ciudades del país (Cartagena, Medellín) La inversión es de 22 millones de pesos. Los ingresos por ventas en el primer año son de 77 millones de pesos, en el segundo año de 135 millones de pesos y en el tercer año de 211 millones de pesos. La utilidad neta del primer año es de $ 631.866 pesos, en el segundo año de $ 17.827.602 pesos y en el tercer año de $ 28.024.867 pesos. Los gastos en su mayoría se ven reflejados en la mano de obra fija, ya que nuestros empleados tienen muy buenas capacidades y son retribuidos con un salario por encima del promedio del mercado. Esto porque nuestra intención es posicionar nuestra marca por nuestra exclusiva calidad de servicio, experiencia y alto contenido tecnológica para agilizar y facilitar procesos. La rentabilidad bruta es de del 77.63% anual. La rentabilidad sobre las ventas es de 0.82% anual, pero es necesario considerar que los valores de venta están siendo aproximados y según nuestra experiencia estos valores de venta serán mucho mayores, debido a la capacidad y el reconocimiento que ya tiene la empresa. Teniendo en cuenta que en la actualidad tenemos contratos que representan ingresos del doble del promedio presentado en esta proyección. De igual forma hay que considerar que en el mercado inmobiliario las comisiones por ventas pueden aumentar significativamente. La rentabilidad sobre la inversión supera a la del comportamiento del mercado o interés de oportunidad en un poco más de 9 millones de pesos. Esto significa que es un proyecto viable que genera mejores resultados que los del mercado de oportunidad, evidenciando que podríamos generar muy buenos ingresos. La tasa interna de retorno o TIR es igual a 33.22 %. Es un valor considerado alto pero que está de acuerdo a la tendencia del mercado de los servicios, en donde la TIR suele ser mucho más alta. Con este valor se recomienda seguir con el proyecto. Eso significa que por cada peso invertido en el proyecto se recupera cada peso y se generaran beneficios adicionales por 33.22 pesos. El valor del VPN o valor presente neto arrojado es de $9, 152,729 pesos. Esto quiere decir que se generan 9 millones de pesos adicionales al invertir los recursos en este proyecto, que en uno que rente el 14 % anual, por lo tanto se sugiere continuar con el proyecto e invertir los recursos. El indicador de viabilidad financiera, es el periodo de recuperación de la inversión (PRI). La inversión es de 22 millones de pesos, como la suma de las utilidades de los tres años es superior se afirma que la inversión se recupera en el tercer año.

A pH optode based on thymol blue: application to determination of CO2 using flow injection analysis system

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Use of cationic surfactant-xylenol orange indicator in metals complexometry by back-titration with EDTA.

The interaction of the xilenol orange and commercial disinfectant containing itself cationic-surfactant allowed the use indicator up to pH 11 by back-titration with EDTA, and the determination of total or partial concentration of metallic ions samples using the same indicator at the highest pH range.