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The field of metabolomics based on mass spectrometry has grown considerably in recent years due to the need to detect and, above all, quantify a very large number of metabolites, simultaneously. Up to now, targeted multiplexed analysis on complex samples by Liquid Chromatography coupled with tandem Mass Spectrometry (LC-MS/MS) has relied almost exclusively on compound detection based on absolute retention times, as in the Scheduled-MRM (sMRM) approach. Those methods turn out to be poorly transferable from one instrument to another and result in a time-consuming and tedious method development involving a significant number of critical parameters that need specific re-optimisation. To address this challenge, we introduce a novel acquisition mode called scout-triggered MRM (stMRM). In stMRM, a marker transition is used to trigger MS analysis for a group of dependent target analytes. These marker transitions are strategically distributed throughout the chromatographic run, and the dependent analytes are associated based on their retention times. The result is a targeted assay that remains robust even in the presence of retention time shifts. A 3 to 5-fold increase in the number of detected transitions associated to plasma metabolites was obtained when transferring from a direct application of a published sMRM to a stMRM method. This significant improvement highlights the universal applicability of the stMRM method, as it can be implemented on any LC system without the need for extensive method development. We subsequently illustrate the robustness of stMRM in modified chromatographic elution conditions. Despite a large change in metabolite's selectivity, the multiplexed assay successfully recovered 70% of the monitored transitions when consequently modifying the gradient method. These findings demonstrate the versatility and adaptability of stMRM, opening new avenues for the development of highly multiplexed LC-MS/MS methods in metabolomics. These methods are characterized by their analytical transparency and straightforward implementation using existing literature data.
Assuntos
Metabolômica , Espectrometria de Massas em Tandem , Cromatografia Líquida , Bioensaio , PlasmaRESUMO
Comparison of two analytical procedures is the primary objective of a method transfer or when replacing an old procedure with a new one in a single lab. Guidance for comparing two analytical procedures is provided in USP <1010> based on separate tests for accuracy and precision. Determination of criteria is somewhat problematic for these comparisons because of the interdependence of accuracy and precision. In this paper, a total error approach is proposed that requires a single criterion based on an allowable out-of-specification (OOS) rate at the receiving lab. This approach overcomes the difficulty of allocating acceptance criteria between precision and bias. Computations can be performed with any simulation software. Numerical examples are provided for four experimental designs that are typical in a method transfer study. Finally, recommendations are provided to help the user set criteria that provide an acceptable probability of passing for practical sample sizes.
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Projetos de Pesquisa , Reprodutibilidade dos Testes , Tamanho da Amostra , Simulação por Computador , ProbabilidadeRESUMO
The time required for method development in gradient-elution liquid chromatography (LC) may be reduced by using an empirical modelling approach to describe and predict analyte retention and peak width. However, prediction accuracy is impaired by system-induced gradient deformation, which can be especially prominent for steep gradients. As the deformation is unique to each LC instrument, it needs to be corrected for if retention modelling for optimization and method transfer is to become generally applicable. Such a correction requires knowledge of the actual gradient profile. The latter has been measured using capacitively coupled "contactless" conductivity detection (C4D), featuring a low detection volume (approximately 0.05 µL) and compatibility with very high pressures (80 MPa or more). Several different solvent gradients, from water to acetonitrile, water to methanol, and acetonitrile to tetrahydrofuran, could be measured directly without the addition of a tracer component to the mobile phase, exemplifying the universal nature of the approach. Gradient profiles were found to be unique for each solvent combination, flowrate, and gradient duration. The profiles could be described by convoluting the programmed gradient with a weighted sum of two distribution functions. Knowledge of the exact profiles was used to improve the inter-system transferability of retention models for toluene, anthracene, phenol, emodin, sudan-I and several polystyrene standards.
Assuntos
Metanol , Água , Cromatografia Líquida/métodos , Solventes/química , Água/química , Indicadores e Reagentes , Acetonitrilas/química , Cromatografia Líquida de Alta Pressão/métodosRESUMO
The current compendial sterility test has a 14-day incubation time and is often the time-limiting step in the Assess and Release Process of pharmaceutical products. There is an ever-increasing number of technologies available on the market that have benefits in addition to faster Time to Result, such as standardization and automation of readout (eliminating analyst subjectivity) and improved data integrity (including eliminating the need for contemporaneous verification of the result by another analyst). Regulators have been encouraging the pharmaceutical industry to adopt these innovative systems; however, it has taken a considerable time before receiving the first approvals from various health authorities (including both the European Medicines Agency and Food and Drug Administration) for the use of an alternative and rapid sterility test for the release of sterile drug product lots. This article describes a systematic 9-step approach to the evaluation, equipment qualification, validation, and deployment of alternative sterility tests that can be applied by pharmaceutical companies wanting to take advantage of the numerous benefits of alternative sterility tests. Two case studies are presented to illustrate the validation and implementation approach, including statistical methods. Although most of the steps toward implementation are aligned, the validation and transfer have been approached differently for each of the case studies because of differences in the chosen technology as well as independent company internal decisions to comply with validation guidelines. However, both case studies show successful implementation of an alternative sterility test for sterile drug products with an â¼50% reduced incubation time.
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Indústria Farmacêutica , Infertilidade , Humanos , Tecnologia Farmacêutica/métodos , Tecnologia , Preparações FarmacêuticasRESUMO
Nowadays, method development is strongly focused on reducing time needed for method development and execution. This subject specially concerns gradient elution methods regarding the usual need for troubleshooting assistance with uncertain outcome during the method transfer from one laboratory to another. One of the main reasons for this situation is the dwell volume difference between HPLC systems. Therefore, the aim of this study was to propose a novel method development methodology that would integrate the dwell volumes differences in the optimization process. The proposed approach could be quite useful in industry that has insight in HPLC instruments planned to be used during the method life cycle. It was tested on the model mixture consisting of dabigatran etexilate mesylate and its nine impurities by use of experimental design methodology. Three different (U)HPLC instruments with high dwell volume differences were selected to challenge the methodology. Plan of experiments was defined with Plackett-Burman design for screening phase and D-optimal design for optimization phase. Initial and final amount of organic modifier, time of the gradient elution and pH value of the aqueous phase were selected as variables significant for the gradient programme profile and included in the optimization stage along with dwell volume values. The separation criteria s between critical peak pairs was selected as output for method optimization while indirect modelling together with Monte Carlo simulations enabled selection of optimal and robust chromatographic conditions. They included 24% (v/v) of initial amount of acetonitrile, 54% (v/v) of the final amount of acetonitrile, 15 min of gradient elution run time and pH value equal to 4.9. The proposed method was successfully validated, met all validation criteria and thus proved its utility.
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Projetos de Pesquisa , Cromatografia Líquida de Alta Pressão , Método de Monte CarloRESUMO
Recent applications of retention modelling in liquid chromatography (2015-2020) are comprehensively reviewed. The fundamentals of the field, which date back much longer, are summarized. Retention modeling is used in retention-mechanism studies, for determining physical parameters, such as lipophilicity, and for various more-practical purposes, including method development and optimization, method transfer, and stationary-phase characterization and comparison. The review focusses on the effects of mobile-phase composition on retention, but other variables and novel models to describe their effects are also considered. The five most-common models are addressed in detail, i.e. the log-linear (linear-solvent-strength) model, the quadratic model, the log-log (adsorption) model, the mixed-mode model, and the Neue-Kuss model. Isocratic and gradient-elution methods are considered for determining model parameters and the evaluation and validation of fitted models is discussed. Strategies in which retention models are applied for developing and optimizing one- and two-dimensional liquid chromatographic separations are discussed. The review culminates in some overall conclusions and several concrete recommendations.
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As with many aspects of the validation and monitoring of flow cytometric methods, the method transfer processes and acceptance criteria described for other technologies are not fully applicable. This is due to the complexity of the highly configurable instrumentation, the complexity of cellular measurands, the lack of qualified reference materials for most assays, and limited specimen stability. There are multiple reasons for initiating a method transfer, multiple regulatory settings, and multiple context of use. All of these factors influence the specific requirements for the method transfer. This recommendation paper describes the considerations and best practices for the transfer of flow cytometric methods and provides individual case studies as examples. In addition, the manuscript emphasizes the importance of appropriately conducting a method transfer on data reliability.
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Citometria de Fluxo , HumanosRESUMO
Aim: To present the reader with different approaches used to compare immunogenicity methods when changes are needed during a clinical program. Results: Five case studies are presented, in the first two case studies, the approach utilized a small sample size for the comparison. In the third case, all samples from a study were analyzed by both methods. In the fourth case, the intended use of noncomparable assays in an integrated summary drove design of experiments to establish the expected limits of pooling data. In the fifth case, a selectivity approach was used as an alternate to use of incurred samples. Conclusion: When data pooling across methods is needed, it is important to define the limits of comparability.
Assuntos
Alergia e Imunologia/normas , Projetos de Pesquisa/tendências , HumanosRESUMO
The application assessment of different programs was performed with equivalence tests for method transfer pro second-order derivative spectrophotometry. The digital second-order derivative spectra were calculated on different instruments; GBC Scientific Equipment Cintra 20 (Cintral v.2.6 and Spectral v.1.70 software programs) and Thermo Scientific Evolution 300 (VISIONPro software) were analyzed using the amplitude A/B ratio (A = 2D265,263; B = 2D263,261). Amplitude A/B ratio is the resolution parameter for derivative spectrophotometry prescribed in European Pharmacopoeia. The obtained values for A/B ratio were either very similar or significantly different among programs: 0.669 (Cintral v.2.6), 0.549 (Spectral v.1.70), 0.556 (medium indirect VISIONPro), 0.557 (one-step Savitzky-Golay 7 VISIONPro), 0.689 (two-step Savitzky-Golay 7 VISIONPro). Method transfer was possible between Spectral v.1.70 and VISIONPro (medium indirect and one-step Savitzky-Golay 7), but the values obtained in Cintral v.2.6 were not comparable to the other programs. The absorbance data exported from both instruments were additionally calculated in OriginPro8 which provided almost the same mean A/B values (0.627 Cintral v.2.6; 0.624 VISIONPro), confirming that the two instruments recorded the same zero-order spectra. The calculation of resolution parameter could be used for verification of program comparison, which would enable transfer between sender and receiver laboratory. The accordance between program algorithms was confirmed when acceptable differences for values of resolution parameter (A/B ratios) were achieved.
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In this study, a sensitive high-performance liquid chromatography method was developed and validated for the simultaneous determination of seven angiotensin II receptor blockers, namely, hydrochlorothiazide, chlorthalidone, eprosartan mesylate, valsartan, losartan potassium, irbesartan, and candesartan cilexetil. Different chromatographic parameters were tested and fully optimized. Best chromatographic separation was accomplished on a reversed-phase octadecylsilyl column (250 × 4.6 mm id; 5 µm) under gradient elution using methanol/sodium phosphate monobasic buffer (0.01 M, pH 6.5) as mobile phase. The detection of target analytes was obtained at 254 nm. The pH of the buffer has been selected according to Marvin® sketch software. The proposed method was validated according to ICH guidelines and showed good precision (relative standard deviation < 1), good linearity (square of correlation coefficient ≥ 0.999), and high accuracy (between 98 and 102%) with detection limit and quantitation limit (40 and 160 ng/mL, respectively) for all the detected analytes.
Assuntos
Antagonistas de Receptores de Angiotensina/análise , Acrilatos/análise , Benzimidazóis/análise , Compostos de Bifenilo/análise , Clortalidona/análise , Cromatografia Líquida de Alta Pressão , Hidroclorotiazida/análise , Imidazóis/análise , Irbesartana/análise , Losartan/análise , Estrutura Molecular , Software , Comprimidos/análise , Tetrazóis/análise , Tiofenos/análise , Valsartana/análiseRESUMO
The challenges in transferring and executing a near-infrared (NIR) spectroscopic method for croscarmellose (disintegrant) in binary blends for a continuous manufacturing (CM) process are presented. This work demonstrates the development of a NIR calibration model and its use to determine the blending parameters needed for binary blends at a development plant and later used to predict CM process blends. The calibration models were developed with laboratory scale powder blends ranging from 4.32%-64.77 (%w/w) of croscarmellose and evaluated using independent test blends. The selected model was then transferred to the continuous manufacturing development site to determine the croscarmellose concentration for spectra collected in real-time. A total of 18 development plant runs were monitored using an in-line NIR spectrometer, however, these spectra showed high baseline variations. The baseline variations were caused by the poor flow of the material within the system. An inconsistent bias which varied from 2.51 to 14.95 (%w/w) was observed in the predictions of croscarmellose. High baseline spectra were eliminated and the bias was significantly reduced by 42-51%. Experiments at lower flow rate speeds did not show significant changes in baseline and bias values showed more consistency. The calibration model was then transferred to two NIR spectrometers installed at-line at the commercial site, where powder samples were collected at the beginning middle and end of each CM plant run. The NIR calibration model predicted disintegrant concentration from the powder samples. Results showed the bias values for the NIR (1) varied from 0.74 to 2.21 (%w/w) and NIR (2) from 0.28 to 3.39 (%w/w). Average concentration values for both equipments were very close to the reference concentration values of 43.18 and 50.98 (%w/w). The study showed the model was able to identify flow issues, identified as baseline shifts, that could be used to alert to problems in the powder bed that may warrant diversion from a production line. These powder flow problems such as air gaps and inconsistent powder bed height affected the NIR spectra collected at the development plant and provided results with high bias. A lower bias was obtained in samples collected at line after blending.
Assuntos
Espectroscopia de Luz Próxima ao Infravermelho/métodos , Espectroscopia de Luz Próxima ao Infravermelho/normas , Tecnologia Farmacêutica/métodos , Calibragem , Carboximetilcelulose Sódica/química , Celulose/química , Química Farmacêutica , Composição de Medicamentos , Excipientes/química , Pós , Tecnologia Farmacêutica/instrumentação , MolhabilidadeRESUMO
The 12th GCC Closed Forum was held in Philadelphia, PA, USA, on 9 April 2018. Representatives from international bioanalytical Contract Research Organizations were in attendance in order to discuss scientific and regulatory issues specific to bioanalysis. The issues discussed at the meeting included: critical reagents; oligonucleotides; certificates of analysis; method transfer; high resolution mass spectrometry; flow cytometry; recent regulatory findings and case studies involving stability and nonclinical immunogenicity. Conclusions and consensus from discussions of these topics are included in this article.
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Certificação , Técnicas de Química Analítica , Citometria de Fluxo , Espectrometria de Massas , Oligonucleotídeos/análise , Controle Social Formal , Sociedades Científicas , Indicadores e Reagentes/químicaRESUMO
Three different approaches designed to transfer gradient methods from a chromatographic column 1 packed with particles (2.7⯵m 90â¯ÅCORTECS-C18 or CORTECS-Triphenyl) to a column 2 packed with the same particles having a larger average pore diameter (APDâ¯=â¯120â¯Åand 450â¯Å) are proposed for a one-dimensional sample mixture. Two approaches are based on the variation of the experimental retention plots (lnk vs. the volume fraction, φ, of the strong solvent) with increasing the APD. They lead to so-called "vertical" (vertical shift in column phase ratio, lnÏ2Ï1) and "horizontal" (horizontal shift in eluent composition, Δφ1â¯â2) gradient method transfers. The third method is based on in silico predictions of the gradient retention times when considering the actual non-linearity of the retention plots. The adjusted gradient parameters (starting eluent composition, φ0, and temporal gradient steepness, ß) are unambiguously determined by minimizing the distance between the calculated and targeted gradient retention times of all the analytes. The performances of the three approaches for gradient method transfer are compared for a sample mixture containing a non-retained compound (thiourea) and a series of five homologous compounds (n-alkanophenones). The ultimate goal is to keep unchanged the gradient retention times of all analytes when changing the APD of the particles. The results show that the in silico transfer systematically outperforms the "horizontal" transfer, which itself outperforms the "vertical" transfer. The first two approaches are the least successful ones because, even for a series of homologous compounds, the linear solvent strength model (LSSM) is only an approximate model and the best shifts in eluent composition that keeps retention factors unchanged are compound-dependent. In the end, the average relative deviations between the observed and targeted gradient retention times are 15.0, 1.7, and 0.4% (90â¯Åto 120â¯Åtransfer, C18 chemistry), 5.1, 5.8 and 0.8% (90â¯Åto 450â¯Åtransfer, C18 chemistry), 4.8, 0.5, and 0.4% (90â¯Åto 120â¯Åtransfer, Triphenyl chemistry), and 10.4, 7.1, and 2.2% (90â¯Åto 450â¯Åtransfer, Triphenyl chemistry) for the "vertical", "horizontal", and "in silico" gradient method transfers, respectively.
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Cromatografia/métodos , Modelos Químicos , Simulação por Computador , Tamanho da Partícula , Solventes/químicaRESUMO
We investigated and compared the robustness of supercritical fluid chromatography (SFC) separations of the peptide gramicidin, using either isocratic or gradient elution. This was done using design of experiments in a design space of co-solvent fraction, water mass fraction in co-solvent, pressure, and temperature. The density of the eluent (CO2-MeOH-H2O) was experimentally determined using a Coriolis mass flow meter to calculate the volumetric flow rate required by the design. For both retention models, the most important factor was the total co-solvent fraction and water mass fraction in co-solvent. Comparing the elution modes, we found that gradient elution was more than three times more robust than isocratic elution. We also observed a relationship between the sensitivity to changes and the gradient steepness and used this to draw general conclusions beyond the studied experimental system. To test the robustness in a practical context, both the isocratic and gradient separations were transferred to another laboratory. The gradient elution was highly reproducible between laboratories, whereas the isocratic system was not. Using measurements of the actual operational conditions (not the set system conditions), the isocratic deviation was quantitatively explained using the retention model. The findings indicate the benefits of using gradient elution in SFC as well as the importance of measuring the actual operational conditions to be able to explain observed differences between laboratories when conducting method transfer.
Assuntos
Cromatografia com Fluido Supercrítico/métodos , Peptídeos/isolamento & purificação , Simulação por Computador , Gramicidina/isolamento & purificação , Pressão , Solventes/química , Temperatura , ÁguaRESUMO
The strategy of outsourcing bioanalytical services at Janssen has been evolving over the last years and an update will be given on the recent changes in our processes. In 2016, all internal GLP-related activities were phased out and this decision lead to the re-orientation of the in-house bioanalytical activities. As a consequence, in-depth experience with the validated bioanalytical assays for new drug candidates is currently gained together with the external partner, since development and validation of the assay and execution of GLP preclinical studies are now transferred to the CRO. The evolution to externalize more bioanalytical support has created opportunities to build even stronger partnerships with the CROs and to refocus internal resources. Case studies are presented illustrating challenges encountered during method development and validation at preferred partners when limited internal experience is obtained or with introduction of new technology.
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Técnicas de Química Analítica/economia , Indústria Farmacêutica/economia , Serviços Terceirizados/estatística & dados numéricos , Pesquisa/economiaRESUMO
Copaifera langsdorffii Desf. (Fabaceae, Caesalpinioideae), popularly known as "copaiba" or "pau d'óleo", is a species of tree that is found throughout Brazil. The leaves of this tree are used in folk medicine to treat kidney stones. Galloylquinic acid derivatives and flavonoids are the main secondary metabolites found in C. langsdorffii leaves and are likely to be responsible for the effectiveness of this treatment. As an attempt to produce a phytotherapic, we have developed a reliable HPLC-UV method for the quality control of C. langsdorffii leaves. Phenolic compounds were extracted from C. langsdorffii leaves using 70% aqueous ethanol as the extraction solvent. HPLC-UV analyses were carried out on a Synergi Polar-RP column (100×3.0mm, 2.5µm), and the mobile phase was made up of formic acid-water (0.1:99.9, solvent A), and isopropanol-methanol-acetonitrile (5:40:60, solvent B). The elution gradient was A:B (90:10 to 85:15) in 8.0min, followed by A:B (85:15 to 64:36) up to 30.0min, using a flow rate of 0.7mL/min, and UV detection at 280nm. This method was used to quantify nine galloylquinic acid derivatives and two flavonoids, which gave a good detection response and linearity in the range of 1.88-110.0µg/mL. Furthermore, the detection and quantification limits ranged from 0.070 to 0.752µg/mL, and 0.211-2.278µg/mL respectively, with a maximum RSD of 4.18%. The method is reliable for the quality control of C. langsdorffii raw material, its hydroethanolic extract, and could potentially be used to quantify these compounds in other Copaifera species.
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Cromatografia Líquida de Alta Pressão/métodos , Fabaceae/química , Flavonoides/análise , Extratos Vegetais/química , Ácido Quínico/análise , Flavonoides/química , Limite de Detecção , Modelos Lineares , Folhas de Planta/química , Ácido Quínico/análogos & derivados , Ácido Quínico/química , Reprodutibilidade dos TestesRESUMO
The interinstrumental transfer of a short-end CE method was studied. A model separation of the hexameric forms of niobium, tantalum, and their substituted ions (Nb6-x Tax with 0 ≤ x ≤ 6) was selected as test case. The method was first optimized on a Beckman instrument and in a second step transferred to an Agilent instrument. The transfer needed updated guidelines that tackled differences in effective capillary length, 8.5 (Agilent) versus 10 cm (Beckman), because of instrumental different capillary cartridges. Differences in effective length lead to migration time and separation efficiency inequalities, illustrated by a decrease in resolution between the substituted ions. The difference in effective length was overcome by adapting the lift offset parameter of the Agilent instrument. The lift offset default setting is 4 mm and by increasing this parameter both the inlet and outlet lifts are lowered and thus the detection window can be displaced and consequently the effective length was increased. The decrease in effective length difference and the effect on the separation efficiency was investigated and led finally to a restored separation of the substituted ions. The adaptation of the lift offset parameter during short-end injection methods was added to earlier developed guidelines to facilitate interinstrumental method transfer of CE methods.
Assuntos
Eletroforese Capilar/métodos , Nióbio/análise , Tantálio/análise , Cátions , Eletroforese Capilar/instrumentação , Espectroscopia Fotoeletrônica/métodosRESUMO
Countercurrent chromatography (CCC) and centrifugal partition chromatography (CPC) are support free liquid-liquid chromatography techniques sharing the same basic principles and features. Method transfer has previously been demonstrated for both techniques but never from one to another. This study aimed to show such a feasibility using fractionation of Schinus terebinthifolius berries dichloromethane extract as a case study. Heptane - ethyl acetate - methanol -water (6:1:6:1, v/v/v/v) was used as solvent system with masticadienonic and 3ß-masticadienolic acids as target compounds. The optimized separation methodology previously described in Part I and II, was scaled up from an analytical hydrodynamic CCC column (17.4mL) to preparative hydrostatic CPC instruments (250mL and 303mL) as a part of method development. Flow-rate and sample loading were further optimized on CPC. Mobile phase linear velocity is suggested as a transfer invariant parameter if the CPC column contains sufficient number of partition cells.
Assuntos
Anacardiaceae/química , Técnicas de Química Analítica/métodos , Cromatografia Líquida , Distribuição Contracorrente , Fracionamento Químico , Técnicas de Química Analítica/normas , Frutas/química , Metanol/química , Extratos Vegetais/química , Extratos Vegetais/isolamento & purificação , Solventes/química , Triterpenos/química , Água/químicaRESUMO
The choice of an appropriate combination of stationary phase and mobile phase is essential in any purification technique. To expedite this task, we use automated method screening, typically with high performance liquid chromatography (HPLC), to reduce the time to develop a scalable purification process. We have extended this approach to countercurrent chromatography (CCC) and describe a custom-configured system using automation to execute the solvent screening process. We also present results from three examples of method transfer from analytical to preparative scale using CCC systems from two different manufacturers.