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1.
Anal Chem ; 96(21): 8674-8681, 2024 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-38712815

RESUMO

Messenger RNA (mRNA) can be sequenced via indirect approaches such as Sanger sequencing and next generation sequencing (NGS), or direct approaches like bottom-up mass spectrometry (MS). Direct sequencing allows the confirmation of RNA modifications. However, the conventional bottom-up MS approach involves time-consuming in-solution digestions that require a large amount of sample, and can lead to the RNase contamination of the LC-MS system and column. Here, we describe a platform that enables online nucleotide mapping of mRNAs via the use of immobilized RNase cartridges and 2D-LC-MS instrumentation. The online approach was compared to conventional offline digestion protocols adapted from two published studies. For this purpose, five model mRNAs of varying lengths (996-4521 nucleotides) and chemistries (unmodified uridine vs 5-methoxyuridine (5moU)) were analyzed. The profiles and sequence coverages obtained after RNase T1 digestion were discussed. The online nucleotide mapping achieved comparable or slightly greater sequence coverage for the 5 mRNAs (5.8-51.5%) in comparison to offline approaches (3.7-50.4%). The sequence coverage was increased to 65.6-85.6 and 69.7-85.0% when accounting for the presence of nonunique digestion products generated by the RNase T1 and A, respectively. The online nucleotide mapping significantly reduced the digestion time (from 15 to <5 min), increased the signal intensity by more than 10-fold in comparison to offline approaches.


Assuntos
RNA Mensageiro , RNA Mensageiro/análise , RNA Mensageiro/genética , Mapeamento de Nucleotídeos/métodos , Espectrometria de Massas , Cromatografia Líquida , Uridina/análogos & derivados , Uridina/química , Humanos , Ribonuclease T1/metabolismo
2.
Mol Pharm ; 21(1): 325-332, 2024 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-38060811

RESUMO

The oral delivery of protein therapeutics offers numerous advantages for patients but also presents significant challenges in terms of development. Currently, there is limited knowledge available regarding the stability and shelf life of orally delivered protein therapeutics. In this study, a comprehensive assessment of the stability of an orally delivered solid dosage variable domain of heavy-chain antibody (VHH antibody) drug product was conducted. Four stability related quality attributes that undergo change as a result of thermal and humidity stress were identified. Subsequently, these attributes were modeled using an accelerated stability approach facilitated by ASAPprime software. To the best of our knowledge, this is the first time that this approach has been reported for an antibody drug product. We observed overall good model quality and accurate predictions regarding the protein stability during storage. Notably, we discovered that protein aggregation, formed through a degradation pathway, requires additional adjustments to the modeling method. In summary, the ASAP approach demonstrated promising results in predicting the stability of this complex solid-state protein formulation. This study sheds light on the stability and shelf life of orally delivered protein therapeutics, addressing an important knowledge gap in the field.


Assuntos
Anticorpos , Humanos , Estabilidade de Medicamentos , Preparações Farmacêuticas , Estabilidade Proteica , Umidade
3.
Int J Mol Sci ; 25(11)2024 Jun 06.
Artigo em Inglês | MEDLINE | ID: mdl-38892442

RESUMO

Biopharmaceutical products, in particular messenger ribonucleic acid (mRNA), have the potential to dramatically improve the quality of life for patients suffering from respiratory and infectious diseases, rare genetic disorders, and cancer. However, the quality and safety of such products are particularly critical for patients and require close scrutiny. Key product-related impurities, such as fragments and aggregates, among others, can significantly reduce the efficacy of mRNA therapies. In the present work, the possibilities offered by size exclusion chromatography (SEC) for the characterization of mRNA samples were explored using state-of-the-art ultra-wide pore columns with average pore diameters of 1000 and 2500 Å. Our investigation shows that a column with 1000 Å pores proved to be optimal for the analysis of mRNA products, whatever the size between 500 and 5000 nucleotides (nt). We also studied the influence of mobile phase composition and found that the addition of 10 mM magnesium chloride (MgCl2) can be beneficial in improving the resolution and recovery of large size variants for some mRNA samples. We demonstrate that caution should be exercised when increasing column length or decreasing the flow rate. While these adjustments slightly improve resolution, they also lead to an apparent increase in the amount of low-molecular-weight species (LMWS) and monomer peak tailing, which can be attributed to the prolonged residence time inside the column. Finally, our optimal SEC method has been successfully applied to a wide range of mRNA products, ranging from 1000 to 4500 nt in length, as well as mRNA from different suppliers and stressed/unstressed samples.


Assuntos
Cromatografia em Gel , RNA Mensageiro , RNA Mensageiro/genética , RNA Mensageiro/química , Cromatografia em Gel/métodos , Humanos , Porosidade , Peso Molecular , Cloreto de Magnésio/química
4.
J Physiol ; 601(13): 2733-2749, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37014103

RESUMO

After myocardial infarction (MI), a significant portion of heart muscle is replaced with scar tissue, progressively leading to heart failure. Human pluripotent stem cell-derived cardiomyocytes (hPSC-CM) offer a promising option for improving cardiac function after MI. However, hPSC-CM transplantation can lead to engraftment arrhythmia (EA). EA is a transient phenomenon arising shortly after transplantation then spontaneously resolving after a few weeks. The underlying mechanism of EA is unknown. We hypothesize that EA may be explained partially by time-varying, spatially heterogeneous, graft-host electrical coupling. Here, we created computational slice models derived from histological images that reflect different configuration of grafts in the infarcted ventricle. We ran simulations with varying degrees of connection imposed upon the graft-host perimeter to assess how heterogeneous electrical coupling affected EA with non-conductive scar, slow-conducting scar and scar replaced by host myocardium. We also quantified the effect of variation in intrinsic graft conductivity. Susceptibility to EA initially increased and subsequently decreased with increasing graft-host coupling, suggesting the waxing and waning of EA is regulated by progressive increases in graft-host coupling. Different spatial distributions of graft, host and scar yielded markedly different susceptibility curves. Computationally replacing non-conductive scar with host myocardium or slow-conducting scar, and increasing intrinsic graft conductivity both demonstrated potential means to blunt EA vulnerability. These data show how graft location, especially relative to scar, along with its dynamic electrical coupling to host, can influence EA burden; moreover, they offer a rational base for further studies aimed to define the optimal delivery of hPSC-CM injection. KEY POINTS: Human pluripotent stem cell-derived cardiomyocytes (hPSC-CM) hold great cardiac regenerative potential but can also cause engraftment arrhythmias (EA). Spatiotemporal evolution in the pattern of electrical coupling between injected hPSC-CMs and surrounding host myocardium may explain the dynamics of EA observed in large animal models. We conducted simulations in histology-derived 2D slice computational models to assess the effects of heterogeneous graft-host electrical coupling on EA propensity, with or without scar tissue. Our findings suggest spatiotemporally heterogeneous graft-host coupling can create an electrophysiological milieu that favours graft-initiated host excitation, a surrogate metric of EA susceptibility. Removing scar from our models reduced but did not abolish the propensity for this phenomenon. Conversely, reduced intra-graft electrical connectedness increased the incidence of graft-initiated host excitation. The computational framework created for this study can be used to generate new hypotheses, targeted delivery of hPSC-CMs.


Assuntos
Cicatriz , Infarto do Miocárdio , Animais , Humanos , Cicatriz/patologia , Miocárdio/patologia , Miócitos Cardíacos/patologia , Infarto do Miocárdio/patologia , Arritmias Cardíacas , Diferenciação Celular
5.
Anal Chem ; 95(51): 18767-18775, 2023 12 26.
Artigo em Inglês | MEDLINE | ID: mdl-38092659

RESUMO

Analytical methods for the assessment of drug-delivery systems (DDSs) are commonly suitable for characterizing individual DDS properties, but do not allow determination of several properties simultaneously. A comprehensive online two-dimensional liquid chromatography (LC × LC) system was developed that is aimed to be capable of characterizing both nanoparticle size and encapsulated cargo over the particle size distribution of a DDS by using one integrated method. Polymeric nanoparticles (NPs) with encapsulated hydrophobic dyes were used as model DDSs. Hydrodynamic chromatography (HDC) was used in the first dimension to separate the intact NPs and to determine the particle size distribution. Fractions from the first dimension were taken comprehensively and disassembled online by the addition of an organic solvent, thereby releasing the encapsulated cargo. Reversed-phase liquid chromatography (RPLC) was used as a second dimension to separate the released dyes. Conditions were optimized to ensure the complete disassembly of the NPs and the dissolution of the dyes during the solvent modulation step. Subsequently, stationary-phase-assisted modulation (SPAM) was applied for trapping and preconcentration of the analytes, thereby minimizing the risk of analyte precipitation or breakthrough. The developed HDC × RPLC method allows for the characterization of encapsulated cargo as a function of intact nanoparticle size and shows potential for the analysis of API stability.


Assuntos
Cromatografia de Fase Reversa , Nanopartículas , Cromatografia de Fase Reversa/métodos , Copolímero de Ácido Poliláctico e Ácido Poliglicólico , Corantes , Glicóis , Hidrodinâmica , Solventes/química , Nanopartículas/química
6.
Anal Chem ; 95(40): 15017-15024, 2023 Oct 10.
Artigo em Inglês | MEDLINE | ID: mdl-37747361

RESUMO

Health authorities have highlighted the need to determine oligonucleotide aggregates. However, existing technologies have limitations that have prevented the reliable analysis of size variants for large nucleic acids and lipid nanoparticles (LNPs). In this work, nucleic acid and LNP aggregation was examined using prototype, low adsorption ultrawide pore size exclusion chromatography (SEC) columns. A preliminary study was conducted to determine the column's physicochemical properties. A large difference in aggregate content (17.8 vs 59.7 %) was found for a model messenger RNA (mRNA) produced by different manufacturers. We further investigated the nature of the aggregates via a heat treatment. Interestingly, thermal stress irreversibly decreased the amount of aggregates from 59.7 to 4.1% and increased the main peak area 3.3-fold. To the best of our knowledge, for the first time, plasmid DNA topological forms and multimers were separated by analytical SEC. The degradation trends were compared to the data obtained with an anion exchange chromatography method. Finally, unconjugated and fragment antigen-binding (Fab)-guided LNPs were analyzed and their elution times were plotted against their sizes as measured by DLS. Multi-angle light scattering (MALS) was coupled to SEC in order to gain further insights on large species eluting before the LNPs, which were later identified as self-associating LNPs. This study demonstrated the utility of ultrawide pore SEC columns in characterizing the size variants of large nucleic acid therapeutics and LNPs.

7.
Anal Bioanal Chem ; 415(14): 2809-2818, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37093234

RESUMO

Accurate sequencing of single guide RNAs (sgRNAs) for CRISPR/Cas9 genome editing is critical for patient safety, as the sgRNA guides the Cas9 nuclease to target site-specific cleavages in DNA. An approach to fully sequence sgRNA using protective DNA primers followed by ribonuclease (RNase) T1 digestion was developed to facilitate the analysis of these larger molecules by hydrophilic interaction liquid chromatography coupled with high-resolution mass spectrometry (HILIC-HRMS). Without RNase digestion, top-down mass spectrometry alone struggles to properly fragment precursor ions in large RNA oligonucleotides to provide confidence in sequence coverage. With RNase T1 digestion of these larger oligonucleotides, however, bottom-up analysis cannot confirm full sequence coverage due to the presence of short, redundant digestion products. By combining primer protection with RNase T1 digestion, digestion products are large enough to prevent redundancy and small enough to provide base resolution by tandem mass spectrometry to allow for full sgRNA sequence coverage. An investigation into the general requirements for adequate primer protection of specific regions of the RNA was conducted, followed by the development of a generic protection and digestion strategy that may be applied to different sgRNA sequences. This middle-out technique has the potential to expedite accurate sequence confirmation of chemically modified sgRNA oligonucleotides.


Assuntos
Sistemas CRISPR-Cas , RNA Guia de Sistemas CRISPR-Cas , Humanos , Ribonuclease T1/genética , Primers do DNA , Oligonucleotídeos , Digestão
8.
Anal Chem ; 94(48): 16960-16966, 2022 12 06.
Artigo em Inglês | MEDLINE | ID: mdl-36410036

RESUMO

The chemistry of guide RNA (gRNA) affects the performance of the clustered regularly interspaced short palindromic repeats (CRISPR)-Cas9 genome editing technique. However, the literature is very scarce about the study of gRNA degradation and in particular at the single nucleotide level. In this work, we developed a workflow to characterize the impurities of large RNAs at the single nucleotide level and identified the residues prone to degradation. Our strategy involves (i) the reduction of RNA length, (ii) a chromatographic mode able to capture subtle changes in impurity polarity, and (iii) a streamlined data treatment. To illustrate the approach, stressed gRNA samples were analyzed by coupling an immobilized ribonuclease T1 cartridge to a hydrophilic interaction liquid chromatography (HILIC) column hyphenated with tandem mass spectrometry (MS/MS). Critical findings were made possible by the presented technology. In particular, the desulfurization of phosphorothioate (PS) linkages was the major degradation observed at the single nucleotide level while no change in purity profile could be observed when using conventional ion-pairing reversed-phase (IPRP) liquid chromatography. To our knowledge, this is the first time that several impurity types are screened for a large RNA molecule using an automated online digestion analysis approach.


Assuntos
RNA Guia de Cinetoplastídeos , Espectrometria de Massas em Tandem , RNA Guia de Cinetoplastídeos/genética , Nucleotídeos , Edição de Genes/métodos , Cromatografia Líquida
9.
Anal Chem ; 94(2): 1169-1177, 2022 01 18.
Artigo em Inglês | MEDLINE | ID: mdl-34932902

RESUMO

In this study, for the first time, the automated digestion and sequencing of an RNA molecule via the use of immobilized RNase cartridges attached to a multidimensional liquid chromatography (LC)-mass spectrometry (MS) system are presented. We first developed an on-line digestion-HILIC two-dimensional (2D)-LC-MS method in order to sequence CRISPR guide RNAs for gene editing. Three RNases (T1, A, and U2) were immobilized on polyetheretherketone cartridges, and their performance was evaluated. Ultrafast digestions were performed within 2.3 min with the on-line approach versus 30 min via the conventional off-line approach. The higher sequence coverage was achieved by the RNase T1 (71%), which is the same as the off-line mode. A 20-fold reduction in the gRNA sample amount was achieved with the on-line digestion approach (6.5 µg) in comparison to that with the off-line approach (130 µg). In the second step, a three-dimensional (3D)-LC-MS method was developed for the sequencing of fractions collected on-line across the main peak and the partially separated tail by the reference ion-pairing RPLC method. Additional insights were gained in order to better understand the cause of the main peak tailing.


Assuntos
RNA Guia de Cinetoplastídeos , Ribonucleases , Cromatografia Líquida/métodos , Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas , Espectrometria de Massas em Tandem
10.
Anal Chem ; 94(25): 9081-9090, 2022 06 28.
Artigo em Inglês | MEDLINE | ID: mdl-35700415

RESUMO

Lipid nanoparticles (LNPs) are the most widely investigated delivery systems for nucleic acid-based therapeutics and vaccines. Loading efficiency of nucleic acids may vary with formulation conditions, and it is considered one of the critical quality attributes of LNP products. Current analytical methods for quantification of cargo loading in LNPs often require external standard preparations and preseparation of unloaded nucleic acids from LNPs; therefore, they are subject to tedious and lengthy procedures, LNP stability, and unpredictable recovery rates of the separated analytes. Here, we developed a modeling approach, which was based on locally weighted regression (LWR) of ultraviolet (UV) spectra of unpurified samples, to quantify the loading of nucleic acid cargos in LNPs in-situ. We trained the model to automatically tune the training library space according to the spectral features of a query sample so as to robustly predict the nucleic acid cargo concentration and rank loading capacity with similar performance as the more complicated experimental approaches. Furthermore, we successfully applied the model to a wide range of nucleic acid cargo species, including antisense oligonucleotides, single-guided RNA, and messenger RNA, in varied lipid matrices. The LWR modeling approach significantly saved analytical time and efforts by facile UV scans of 96-well sample plates within a few minutes and with minimal sample preprocessing. Our proof-of-concept study presented the very first data mining and modeling strategy to quantify nucleic acid loading in LNPs and is expected to better serve high-throughput screening workflows, thereby facilitates early-stage optimization and development of LNP formulations.


Assuntos
Lipídeos , Nanopartículas , Lipossomos , RNA Mensageiro , RNA Interferente Pequeno/genética , Análise Espectral
11.
Anal Chem ; 93(44): 14792-14801, 2021 11 09.
Artigo em Inglês | MEDLINE | ID: mdl-34699173

RESUMO

CRISPR/Cas9 is a powerful genome editing approach in which a Cas9 enzyme and a single guide RNA (sgRNA) form a ribonucleoprotein complex effectively targeting site-specific cleavages of DNA. Accurate sequencing of sgRNA is critical to patient safety and is the expectation by regulatory agencies. In this paper, we present the full sequencing of sgRNA via parallel ribonuclease (RNase) T1, A, and U2 digestions and the simultaneous separation and identification of the digestion products by hydrophilic interaction liquid chromatography (HILIC) coupled to high-resolution mass spectrometry (HRMS). When using RNase T1 digestion alone, a maximal sequence coverage of 81% was obtained excluding the nonunique fragments. Full sgRNA sequencing was achieved using unique fragments generated by RNase T1, A, and U2 parallel digestions. Thorough optimization of sgRNA digestions was performed by varying the nuclease-to-sgRNA ratio, buffer conditions, and reaction times. A biocompatible ethylene-bridged hybrid amide column was evaluated for the separation of RNase digestion products. To our knowledge, it is the first time that (i) RNA digests are separated and identified by HILIC-HRMS and (ii) chemically modified sgRNAs are directly sequenced via a bottom-up approach.


Assuntos
Sistemas CRISPR-Cas , RNA Guia de Cinetoplastídeos , Cromatografia Líquida , Digestão , Humanos , Interações Hidrofóbicas e Hidrofílicas , Espectrometria de Massas , Ribonucleases
12.
Analyst ; 146(3): 747-769, 2021 Feb 07.
Artigo em Inglês | MEDLINE | ID: mdl-33410843

RESUMO

Accelerated development of new therapeutics in an increasingly competitive landscape requires the use of high throughput analytical platforms. In addition, the complexity of novel biotherapeutic formats (e.g. fusion proteins, protein-polymer conjugates, co-formulations, etc.) reinforces the need to improve the selectivity and resolution of conventional one-dimensional (1D) liquid chromatography (LC). Liquid chromatography-mass spectrometry (LC-MS)-based technologies such as native LC-MS for intact mass analysis or peptide mapping (also called bottom-up approach)-based multi-attribute methods (MAM) have already demonstrated their potential to complement the conventional analytical toolbox for monoclonal antibody (mAb) characterization. Two-dimensional liquid-chromatography (2D-LC-MS) methods have emerged in the last ten years as promising approaches to address the increasing analytical challenges faced with novel antibody formats. However, off-line sample preparation procedures are still required for conventional 1D and 2D-LC-MS methods for the in-depth variant characterization at the peptide level. Multi-dimensional LC-MS (mD-LC-MS) combine sample preparation and multi-level (i.e. intact, reduced, middle-up and peptide) analysis within the same chromatographic set-up. This review presents an overview of the benefits and limitations of mD-LC-MS approaches in comparison to conventional chromatographic methods (i.e. 1D-LC-UV methods at intact protein level and 1D-LC-MS methods at peptide level). The current analytical trends in antibody characterization by mD-LC-MS approaches, beyond the 2D-LC-MS workhorse, are also reviewed, and our vision on a more integrated multi-level mD-LC-MS characterization platform is shared.


Assuntos
Imunoconjugados , Espectrometria de Massas em Tandem , Anticorpos Monoclonais , Cromatografia Líquida , Imunoconjugados/análise , Peptídeos
13.
Anal Chem ; 92(8): 5944-5951, 2020 04 21.
Artigo em Inglês | MEDLINE | ID: mdl-32191031

RESUMO

Determination of phosphorothioate oligonucleotide purity and impurity profile is commonly performed by ion-pairing reversed-phase liquid chromatography (IPRP) with a mobile phase containing triethylamine (TEA) and hexafluoro-2-propanol (HFIP). However, ion-suppressing effects of TEA hamper mass spectrometry (MS) instrumentation sensitivity and HFIP can affect the robustness of the mass spectrometer due to its corrosive nature. Anion exchange chromatography (AEX) is an orthogonal separation mode to IPRP but typically cannot be directly coupled to MS. In this work, we developed a multiple heart-cutting IPRP-, AEX-hydrophilic interaction liquid chromatography(HILIC)/MS method for quantification and high sensitivity identification of antisense oligonucleotide (ASO) impurities using a Q-Exactive mass spectrometer. Notably, both AEX-HILIC and IPRP-HILIC modes could be operated on a versatile two-dimensional liquid chromatography (2D-LC) setup including several column selectors. The HILIC mobile phase contained 25 mM ammonium acetate and allowed identifying impurities at levels down to 0.3%. Careful selection of the sample loop volume and the 2D HILIC column dimension allowed straightforward coupling of HILIC for both IPRP and AEX without the need to use any solvent modulation. Overall, the 2D HILIC allowed online desalting of AEX and IPRP modes and further separation of additional impurities.

14.
Anal Chem ; 92(12): 8584-8590, 2020 06 16.
Artigo em Inglês | MEDLINE | ID: mdl-32442374

RESUMO

A current trend in drug development involves the use of high molecular weight, branched, and functionalized polymers for protein conjugation and drug delivery. Accurately characterizing these polymers is critical to control the product quality, to monitor the stability, and ultimately to ensure the drug efficacy and patient safety. However, due to the heterogeneity in size, the multiplicity of functional groups, and the highly convoluted charge-distribution profile in mass spectra, the characterization of these polymers is highly challenging from both chromatography and mass spectrometry perspectives. To overcome these challenges, we developed a strategy utilizing charge-reduction mass spectrometry (CRMS) coupled with two-dimensional HPLC (2D-LC). We then applied the workflow to characterize a 40 kDa 8-arm polyethylene glycol (PEG) functionalized with a maleimide terminal group for protein conjugation. The development was carried out in stages, where first we focused on the development of a CRMS method to simplify the charge profile of the polymers and then coupled it to HPLC to obtain discernible mass spectra of key impurities and degradants. Second, the CRMS method was applied to an investigation of the size-variant impurity resolved by reversed-phase size-exclusion 2D-LC. Finally, a separate size-exclusion reversed-phase 2D-LC-CRMS method was developed to capture a wider range of process-related impurities and reaction intermediates from the PEG-maleimide polymers throughout the conjugation process. The combination of these experiments using the 2D-LC-CRMS strategy enables the sensitive characterization of the entire impurity profile of the high molecular weight multifunctionalized PEG-maleimide conjugation intermediate.


Assuntos
Maleimidas/química , Polietilenoglicóis/química , Proteínas/análise , Cromatografia Líquida de Alta Pressão , Espectrometria de Massas , Peso Molecular , Software
15.
Anal Chem ; 92(22): 15187-15193, 2020 11 17.
Artigo em Inglês | MEDLINE | ID: mdl-33142065

RESUMO

Automated high-throughput experimentation (HTE) is a powerful tool for scientists to explore and optimize chemical transformations by simultaneously screening yield, stereoselectivity, and impurity profiles. To analyze the HTE samples, high-throughput analysis (HTA) platforms must be fast, accurate, generic, and specific at the same time. A large amount of high-quality data is critical for the success of machine learning models in the era of big data. Conventional chiral liquid chromatography-mass spectrometry (LC/MS) HTE methods are hampered by compound co-eluting, possible ion suppression, and limited chiral column lifetime in the presence of crude reaction mixtures or complex sample matrices. To overcome these limitations, a generic and fast achiral-chiral heart-cutting two-dimensional (2D)-LC method has been developed to determine both the yield and stereoselectivity of chemical transformations within a 10 min run time. Successful implementation of the 2D-LC HTA platform in a routine drug development environment was achieved for real-world project support, with the analysis so far of over 2000 reaction mixtures prepared in the 96-well plate format. Excellent performance of the method was demonstrated by relative standard deviation (RSD) lower than 0.83% for the 1D and 2D retention times, and determination coefficients higher than 0.99. The presented HTA 2D-LC platform has had a significant impact on drug development by analyzing the HTE samples rapidly with unambiguous peak tracking and providing a robust approach for accurately generating a large amount of high-quality data in a short time.


Assuntos
Cromatografia Líquida/métodos , Desenvolvimento de Medicamentos/métodos , Ensaios de Triagem em Larga Escala/métodos , Aprendizado de Máquina , Estereoisomerismo , Fatores de Tempo
16.
Anal Bioanal Chem ; 407(1): 265-77, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25064601

RESUMO

In this paper, we describe the findings of a study aimed at assessing the detection sensitivity of comprehensive two-dimensional high-performance liquid chromatography (LCxLC) separation of a degraded active pharmaceutical ingredient (API) with UV absorption as the detection technique. Specifically, we have examined the impact of the volume and solvent composition (referred to as "interface conditions") of fractions of first-dimension column effluent transferred to the second dimension for further separation on the ability to resolve and detect low-abundance compounds. Historically, LCxLC has been perceived as being inferior to 1D-LC from the point of view of detection sensitivity. In this work, we demonstrate that LCxLC is sufficiently sensitive to be useful in the pharmaceutical context where in general impurities present at 0.05 % (relative to the API concentration) should be quantified. Moreover, we find that this level of sensitivity is only attained under certain conditions: dilution of the first column effluent with weak solvent (water in this case) prior to injection into the second-dimension column is very beneficial because it promotes focusing of the analyte band in the second column, thereby improving the detection sensitivity of the LCxLC system; and, quantitation limits are also a strong function of peak location in the second-dimension separation window, where baseline disturbances near the dead time of the second column can limit reliable detection of low-abundance compounds.


Assuntos
Cromatografia Líquida de Alta Pressão/métodos , Preparações Farmacêuticas/química , Cromatografia Líquida de Alta Pressão/instrumentação , Sensibilidade e Especificidade
17.
J Pediatr Hematol Oncol ; 37(5): 378-82, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-26018808

RESUMO

BACKGROUND: Patient-controlled analgesia (PCA) is safe and effective in hospitalized children; however, data regarding its use for outpatients are limited. The aims of the study are to determine the safety of outpatient PCA and to compare the standard and proxy PCA groups. METHODS: All patients receiving outpatient PCA over 54 months were included in this retrospective study. Data regarding age, sex, diagnosis, PCA initiation/discontinuation circumstances, patient versus proxy-authorized PCA type, opioid doses, pain scores, and complications were collected. Nonparametric tests (Wilcoxon-Mann-Whitney test for comparing 2 groups or Kruskal-Wallis rank-sum test for comparing >2 groups) were used to compare duration of PCA use, opioid doses, pain scores, and circumstances of initiation and discontinuation of outpatient PCA. RESULTS: Forty-five patients used 69 outpatient PCAs. The complication rate was 0.36%. The starting mean MED (mg/kg/d) was 1.67 when initiation was for an outpatient and 4.04 for those discharged from the hospital with PCA; this difference was not statistically significant (P=0.13). The analysis of mean opioid doses in relationship to the circumstances for the discontinuation of the outpatient PCA revealed a significantly higher dose (mg/kg/d) in the group of patients who died (19.54) than in the group with a change of status to inpatient or transfer to another hospital or hospice (3.70) and in the group in which PCA was discontinued because pain management no longer required a PCA (1.19). The mean opioid daily doses and pain scores were significantly higher at the end of life (P<0.0001). CONCLUSIONS: Outpatient PCA use for children and young adults with cancer is safe.


Assuntos
Assistência Ambulatorial/métodos , Analgesia Controlada pelo Paciente/efeitos adversos , Adolescente , Analgésicos Opioides/administração & dosagem , Criança , Pré-Escolar , Humanos , Pacientes Ambulatoriais , Estudos Retrospectivos , Adulto Jovem
18.
Anal Chem ; 86(10): 5150-7, 2014 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-24749737

RESUMO

Polysorbate 20 is a nonionic surfactant commonly used in the formulation of therapeutic monoclonal antibodies (mAb) to prevent protein denaturation and aggregation. It is critical to understand the molecular heterogeneity and stability of polysorbate 20 in mAb formulations as polysorbate can gradually degrade in aqueous solution over time by multiple pathways losing surfactant functions and leading to protein aggregation. The molecular heterogeneity of polysorbate and the interference from proteins and the excipient in the formulation matrix make it a challenge to study polysorbate in protein formulations. In this work, the characterization and stability study of polysorbate 20 in the presence of mAb formulation sample matrix is first reported using two-dimensional liquid chromatography (2DLC) coupled with charged aerosol detection (CAD) and mass spectrometry (MS) detection. A mixed-mode column that has both anion-exchange and reversed-phase properties was used in the first dimension to separate protein and polysorbate in the formulation sample, while polysorbate 20 esters were trapped online and then analyzed using an reversed-phase ultrahigh-performance liquid chromatography (RP-UHPLC) column in the second dimension to further separate the ester species. The MS served as the third dimension to further resolve as well as to identify the polysorbate ester subspecies. Another 2DLC method using a cation-exchange column in the first dimension and the same RP-UHPLC method in the second dimension was developed to analyze the degradation products of polysorbate 20. Stability samples of a protein drug product were studied using these two 2DLC-CAD-MS methods to separate, identify, and quantify the multiple ester species in polysorbate 20 and also to monitor the change of their corresponding degradants. We found different polysorbate esters degrade at different rates, and importantly, the degradation rates for some esters are different in the protein formulation compared to a placebo that has no protein. The multidimensional UHPLC-CAD-MS approach provides insights into the heterogeneous stability behaviors of polysorbate 20 subspecies in real-time stability samples of a mAb formulation.


Assuntos
Anticorpos Monoclonais/química , Excipientes/química , Polissorbatos/química , Aerossóis , Química Farmacêutica , Cromatografia Líquida de Alta Pressão , Espectrometria de Massas
19.
Contemp Clin Trials ; 139: 107464, 2024 04.
Artigo em Inglês | MEDLINE | ID: mdl-38307224

RESUMO

Dental disease continues to be one of the most prevalent chronic diseases in the United States. Although oral self-care behaviors (OSCB), involving systematic twice-a-day tooth brushing, can prevent dental disease, this basic behavior is not sufficiently practiced. Recent advances in digital technology offer tremendous potential for promoting OSCB by delivering Just-In-Time Adaptive Interventions (JITAIs)- interventions that leverage dynamic information about the person's state and context to effectively prompt them to engage in a desired behavior in real-time, real-world settings. However, limited research attention has been given to systematically investigating how to best prompt individuals to engage in OSCB in daily life, and under what conditions prompting would be most beneficial. This paper describes the protocol for a Micro-Randomized Trial (MRT) to inform the development of a JITAI for promoting ideal OSCB, namely, brushing twice daily, for two minutes each time, in all four dental quadrants (i.e., 2x2x4). Sensors within an electric toothbrush (eBrush) will be used to track OSCB and a matching mobile app (Oralytics) will deliver on-demand feedback and educational information. The MRT will micro-randomize participants twice daily (morning and evening) to either (a) a prompt (push notification) containing one of several theoretically grounded engagement strategies or (b) no prompt. The goal is to investigate whether, what type of, and under what conditions prompting increases engagement in ideal OSCB. The results will build the empirical foundation necessary to develop an optimized JITAI that will be evaluated relative to a suitable control in a future randomized controlled trial.


Assuntos
Aplicativos Móveis , Doenças Estomatognáticas , Humanos , Saúde Bucal , Autocuidado , Ensaios Clínicos Controlados Aleatórios como Assunto
20.
J Acupunct Meridian Stud ; 17(3): 86-93, 2024 Jun 30.
Artigo em Inglês | MEDLINE | ID: mdl-38898645

RESUMO

Importance: Understanding acupuncture point microenvironments is vital for optimizing treatment efficacy. Evaluating changes in water content at these points can provide further insights into the effects of acupuncture on tissues. Objective: This study aimed to measure tissue dielectric constant (TDC) and assess changes in water content, specifically at stomach 36 (ST36, Zusanli) and spleen 6 (SP6, Sanyinjiao) acupuncture points. Methods: In a controlled, blinded, randomized trial, 113 healthy volunteers were divided into six groups based on TDC sensor diameters (XS, M, and L): three control groups and three acupuncture groups. They were assessed at three time points: T1, baseline; T2, 20 min post-needle withdrawal; and T3, 40 min post-needle withdrawal. Electrical impedance (EI) was also analyzed. Significance level was set at p < 0.001. Results: TDC at ST36 and SP6 significantly decreased with the XS probe at T2 and T3 compared with that at T1 (F8, 452: 54.61). TDC did not significantly vary between T2 and T3 with M and L probes. EI data indicated that the current passage increased in the SP (F2, 226: 39.32) and ST (F2, 226: 37.32) groups during T2 and T3 compared with that during T1 within their respective groups and controls. Conclusions: and Relevance: This study demonstrated the efficacy of TDC measurements in detecting water content fluctuations at acupuncture points and their responses to needles. TDC measurements, which were validated against EI, provide valuable insights into acupuncture point microenvironments and thus help optimize treatments.


Assuntos
Pontos de Acupuntura , Impedância Elétrica , Água , Humanos , Masculino , Feminino , Adulto , Água/análise , Adulto Jovem , Terapia por Acupuntura/métodos , Voluntários Saudáveis , Pessoa de Meia-Idade
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