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1.
J Pharm Sci ; 107(12): 2995-3002, 2018 12.
Article in English | MEDLINE | ID: mdl-30148985

ABSTRACT

Dissolution testing is an important physiochemical test for the development of solid oral dosage forms, tablets, and capsules. As a quality control test, the dissolution test is used for assessment of drug product quality and is specified for batch release and regulatory stability studies. In vitro dissolution test results can often be correlated with the biopharmaceutical behavior of a product.This article provides a summary of views from major global agencies (Europe, Japan, United States), pharmacopoeias, academia, and industry. Based on available guidance and literature, this article summarizes highlights for development and validation of a suitable dissolution method, setting appropriate specifications, in vitro-in vivo comparison, and how to obtain a biowaiver.


Subject(s)
Chemistry, Pharmaceutical/methods , Drug Compounding/methods , Excipients/chemistry , Pharmaceutical Preparations/chemistry , Capsules/chemistry , Chemistry, Pharmaceutical/instrumentation , Delayed-Action Preparations/chemistry , Drug Compounding/instrumentation , Humans , Quality Control , Solubility , Tablets/chemistry
3.
Analyst ; 140(21): 7225-33, 2015 Nov 07.
Article in English | MEDLINE | ID: mdl-26401527

ABSTRACT

A new spectral library-based approach that is capable of screening a diverse set of finished drug products using only an active pharmaceutical ingredient spectral library is described in this paper. This approach obviates the need for a comprehensive drug product library, thereby streamlining the use of spectral library-based tests for anti-counterfeiting efforts, specifically to target finished drug products containing the wrong active ingredient or no active ingredient at all. Both laboratory-based and portable spectrometers are used in the study to demonstrate the usefulness and transferability of the spectral correlation method for field screening. The spectral correlation between the active pharmaceutical ingredient and finished drug product spectra is calculated using both full spectral analysis and targeted spectral regions analysis of six types of antimalarial, antibiotic and antiviral products. The spectral regions were determined using a moving window spectral correlation algorithm, and the use of specific spectral regions is shown to be crucial in screening finished drug products using only the active pharmaceutical ingredient spectrum. This comprehensive screening spectral correlation method is tested on seven different validation samples from different manufacturers as those used to develop the method, as well as simulated counterfeits which were prepared to mimic falsified drugs containing no active ingredient. The spectral correlation method is successful in correctly identifying 100% of the authentic products and simulated counterfeit samples tested.


Subject(s)
Anti-Infective Agents/analysis , Counterfeit Drugs/analysis , Spectrum Analysis, Raman/methods , Algorithms , Anti-Bacterial Agents/analysis , Anti-Bacterial Agents/chemistry , Anti-Infective Agents/chemistry , Antimalarials/analysis , Antimalarials/chemistry , Antiviral Agents/analysis , Antiviral Agents/chemistry , Chemistry, Pharmaceutical/methods , Counterfeit Drugs/chemistry , Signal Processing, Computer-Assisted , Technology, Pharmaceutical/methods
4.
Anal Biochem ; 490: 52-4, 2015 Dec 01.
Article in English | MEDLINE | ID: mdl-26278168

ABSTRACT

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


Subject(s)
Anticoagulants/chemistry , Chondroitin Sulfates/analysis , Drug Contamination , Heparin/chemistry , Indicators and Reagents/analysis , Anion Exchange Resins , Anticoagulants/pharmacology , Chondroitin Sulfates/chemistry , Chondroitin Sulfates/toxicity , Chromatography, High Pressure Liquid , Dimethylformamide/chemistry , Drug Contamination/prevention & control , Galactosamine/analysis , Heparin/pharmacology , Hydrazines/chemistry , Indicators and Reagents/chemistry , Indicators and Reagents/toxicity , Limit of Detection , Proton Magnetic Resonance Spectroscopy , Quality Control , United States , United States Food and Drug Administration
5.
AAPS J ; 17(2): 405-15, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25501675

ABSTRACT

Gaucher disease, the most common lysosomal metabolic disorder, can be treated with enzyme replacement therapy (ERT). Recombinant human glucocerebrosidase imiglucerase (Cerezyme(®)), produced in Chinese hamster ovary cells, has been used for ERT of Gaucher disease for 20 years. Another recombinant glucocerebrosidase velaglucerase alfa (VPRIV), expressed in a human fibroblast cell line, was approved by the US Food and Drug Administration in 2010. The amino acid sequence difference at residue 495 of these two products is well documented. The overall N-linked qualitative glycan composition of these two products has also been reported previously. Herein, employing our recently developed approach utilizing isobaric tandem mass tag (TMT) labeling and an LTQ Orbitrap XL electron transfer dissociation (ETD) hybrid mass spectrometer, the site-specific glycoforms of these products were identified with ETD and collision-induced dissociation (CID) spectra. The quantitative comparison of site-specific glycans was achieved utilizing higher-energy collisional dissociation (HCD) spectra with a NanoMate used as both a fraction collector and a sample introduction device. From the trypsin-digested mixture of these two products, over 90 glycopeptides were identified by accurate mass matching. In addition to those previously reported, additional glycopeptides were detected with moderate abundance. The relative amount of each glycoform at a specific glycosylation site was determined based on reporter signal intensities of the TMT labeling reagents. This is the first report of site-specific simultaneous qualitative and quantitative comparison of glycoforms for Cerezyme(®) and VPRIV. The results demonstrate that this method could be utilized for biosimilarity determination and counterfeit identification of glycoproteins.


Subject(s)
Chromatography, Liquid/methods , Glucosylceramidase/chemistry , Mass Spectrometry/methods , Amino Acid Sequence , Animals , CHO Cells , Cricetinae , Cricetulus , Enzyme Replacement Therapy/methods , Glycoproteins/chemistry , Glycosylation , Humans , Recombinant Proteins/chemistry
6.
Pharm Res ; 31(7): 1867-76, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24643933

ABSTRACT

Biorelevant in vitro performance testing of orally administered dosage forms has become an important tool for the assessment of drug product in vivo behavior. An in vitro performance test which mimics the intraluminal performance of an oral dosage form is termed biorelevant. Biorelevant tests have been utilized to decrease the number of in vivo studies required during the drug development process and to mitigate the risk related to in vivo bioequivalence studies. This report reviews the ability of current in vitro performance tests to predict in vivo performance and generate successful in vitro and in vivo correlations for oral dosage forms. It also summarizes efforts to improve the predictability of biorelevant tests. The report is based on the presentations at the 2013 workshop, Biorelevant In Vitro Performance Testing of Orally Administered Dosage Forms, in Washington, DC, sponsored by the FIP Dissolution/Drug Release Focus Group in partnership with the American Association of Pharmaceutical Scientists (AAPS) and a symposium at the AAPS 2012 Annual meeting on the same topic.


Subject(s)
Chemistry, Pharmaceutical/education , Chemistry, Pharmaceutical/methods , Drug Evaluation, Preclinical/methods , Pharmaceutical Preparations/administration & dosage , Administration, Oral , Chemistry, Pharmaceutical/standards , Delayed-Action Preparations/chemistry , Delayed-Action Preparations/metabolism , Dosage Forms , Drug Evaluation, Preclinical/standards , Humans , Pharmacokinetics , Quality Control , Solubility
7.
J Pharm Biomed Anal ; 85: 99-107, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23917037

ABSTRACT

During the 2007-2008 heparin crisis it was found that the United States Pharmacopeia (USP) testing monograph for heparin sodium or low molecular weight heparins did not detect the presence of the contaminant, oversulfated chondroitin sulfate (OSCS). In response to this concern, new tests and specifications were developed by the Food and Drug Administration (FDA) and USP and put in place to detect not only the contaminant OSCS, but also to improve assurance of quality and purity of these drug products. The USP monographs for the low molecular weight heparins (LMWHs) approved for use in the United States (dalteparin, tinzaparin and enoxaparin) are also undergoing revision to include many of the same tests used for heparin sodium, including; one-dimensional (1D) 500 MHz (1)H NMR, SAX-HPLC, percent galactosamine in total hexosamine and anticoagulation time assays with purified Factor IIa or Factor Xa. These tests represent orthogonal approaches for heparin identification, measurement of bioactivity and for detection of process impurities or contaminants in these drug products. Here we describe results from a survey of multiple lots from three types of LMWHs in the US market which were collected after the 2009 heparin sodium monograph revision. In addition, innovator and generic versions of formulated enoxaparin products purchased in 2011 are compared using these tests and found to be highly similar within the discriminating power of the assays applied.


Subject(s)
Drug Contamination , Heparin, Low-Molecular-Weight/analysis , Chromatography, High Pressure Liquid , Electrophoresis, Capillary , Enoxaparin/pharmacology , Heparin, Low-Molecular-Weight/pharmacology , Heparin, Low-Molecular-Weight/standards , Magnetic Resonance Spectroscopy
8.
Analyst ; 138(10): 3058-65, 2013 May 21.
Article in English | MEDLINE | ID: mdl-23579346

ABSTRACT

Liquid chromatography-mass spectrometry (LC-MS) is an information rich analytical tool that can provide fast, robust and sensitive characterization of protein therapeutics for quality assurance and structural comparison. Herein, structural characterization of two anti-CD20 monoclonal antibodies obtained from two different sources was performed using a middle-down LC-MS strategy to determine if they can be analytically differentiated. Through the use of a specific enzymatic digestion method using IdeS with subsequent LC-MS analysis, we show that the anti-CD20 monoclonal antibody that has been approved by the FDA can be partially characterized and differentiated analytically from an Indian sourced product that lacks FDA approval. In comparison to the FDA-approved product, differential modifications to both the N- and C-termini result in increased charge heterogeneity for the Indian product. In addition, significant differences in the intensities of the observed glycoforms between the two antibodies were detected. While this study assesses only one lot of each of a FDA approved drug product and the Indian sourced drug product, the observed differences may represent process specific fingerprints that could be useful for surveillance purposes.


Subject(s)
Antibodies, Monoclonal, Humanized/analysis , Antibodies, Monoclonal/analysis , Antigens, CD20/chemistry , Antigen-Antibody Reactions , Chromatography, Liquid , Mass Spectrometry , Molecular Structure , Trastuzumab
9.
Anal Chem ; 85(3): 1531-9, 2013 Feb 05.
Article in English | MEDLINE | ID: mdl-23249142

ABSTRACT

The application of multiplexed isobaric tandem mass tag (TMT) labeling and an LTQ Orbitrap XL ETD (electron transfer dissociation) hybrid mass spectrometer as a direct approach for qualitative and quantitative characterization of glycoproteins is reported. Bovine fetuin was used as a model glycoprotein in this study. For online liquid chromatography-mass spectrometry (LC-MS) analysis, high-resolution, mass accurate full scan MS spectra were acquired in the Orbitrap mass analyzer followed by data-dependent tandem mass spectrometry (MS/MS) with alternating collision-induced dissociation (CID), ETD, and higher-energy collisional dissociation (HCD) scans. An additional in-source dissociation scan was used as a highly sensitive and selective detection method for eluting glycosylated peptides. By alternatively using three different dissociation methods, 23 glycoforms from all 5 corresponding glycopeptides were identified from a trypsin digest of bovine fetuin. With ETD, labile glycans were retained without any signs of carbohydrate cleavage with concurrent fragmentation of the peptide backbone. Glycosylation sites were clearly localized from the ETD fragmentation data. Glycan structure elucidation was accomplished using CID. The CID experiments generated fragment ions predominantly from cleavage of glycosidic bonds without breaking the peptide bond. Novel to this method, the TMT labeling protocol was modified and adapted for higher labeling efficiency, and a TriVersa NanoMate was used to reinfuse samples to improve ETD and HCD spectra of glycopeptides. Quantification with TMT was verified based on the HCD spectra from multiple nonglycopeptides and glycopeptides. This method can be used as a qualitative and quantitative technique for direct characterization of glycoproteins and has applicability for detection of counterfeit glycoprotein drug products.


Subject(s)
Glycoproteins/analysis , Tandem Mass Spectrometry/methods , Amino Acid Sequence , Animals , Cattle , Chromatography, Liquid/methods , Electron Transport/physiology , Glycoproteins/metabolism , Molecular Sequence Data
10.
J Pharm Biomed Anal ; 71: 18-26, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22902504

ABSTRACT

Ion mobility spectrometry (IMS) served as a rapid, qualitative screening tool for the analysis of adulterated weight-loss products. We have previously shown that sibutramine extracted into methanol from dietary supplements can be detected at low levels (2ng) using a portable IMS spectrometer, and have adapted a similar method for the analysis of additional weight-loss product adulterants. An FDA collaborative study helped to define the limits for fluoxetine with a limit of detection of 2ng. We also evaluated more readily available, less toxic extraction solvents and found isopropanol and water were comparable to methanol. Isopropanol was favored over water for two reasons: (1) water increases the analysis time and (2) aqueous solutions were more susceptible to pH change, which affected the detection of sibutramine. In addition to sibutamine and fluoxetine, we surveyed 11 weight-loss adulterants; bumetanide, fenfluramine, furosemide, orlistat, phenolphthalein, phentermine, phenytoin, rimonabant, sertraline and two sibutramine analogs, desmethylsibutramine and didesmethylsibutramine, using portable and benchtop ion mobility spectrometers. Out of these 13 active pharmaceutical ingredients (APIs), portable and benchtop ion mobility spectrometers were capable of screening products for 10 of these APIs. The developed procedure was applied to two weight-loss dietary supplements using both portable and benchtop instruments. One product contained didesmethylsibutramine while the other contained didesmethylsibutramine and phenolphthalein.


Subject(s)
Anti-Obesity Agents/chemistry , Dietary Supplements/analysis , Medical Laboratory Science/instrumentation , Medical Laboratory Science/methods , Spectrum Analysis/instrumentation , Spectrum Analysis/methods , 2-Propanol/chemistry , Hydrogen-Ion Concentration , Ions/chemistry , Methanol/chemistry , Solutions/chemistry , Solvents/chemistry , Water/chemistry , Weight Loss/drug effects
11.
Pharm Res ; 29(11): 3122-30, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22752252

ABSTRACT

PURPOSE: To determine if cascade impactor (CI) measurement of drug in small particles from aqueous nasal sprays, described in FDA's 2003 draft Nasal Bioavailability/Bioequivalence Guidance, can be optimized to reduce measurement variability. To examine the influence of flow rate configurations and number of impactor stages on CI deposition and explore the importance of inlet volume. METHODS: A total of eight assemblies and manual vs. automatic actuation were tested for deposition on the sum of all stages of the CI, and for Group 2 total drug mass per the Guidance. Mean deposition and variance about the mean were determined for each assembly. RESULTS: The path length for a spherical 1 l inlet was too short to allow adequate aerosol formation. Data variance was reduced by a factor of two or more by using an automatic actuator relative to manual actuation. Impactor assembly modification did not improve variance over the standard assembly. CONCLUSIONS: Use of a spherical inlet (≥ 2 l volume) and automatic actuation are recommended for comparative measurements of drug in small particles arising from aqueous nasal sprays. The standard (8-stage) 28.3 lpm CI flow rate configuration is recommended when using the Andersen Cascade Impactor (ACI), as no other assembly showed a distinct advantage.


Subject(s)
Aerosols/chemistry , Chemistry, Pharmaceutical/instrumentation , Equipment Design/instrumentation , Metered Dose Inhalers , Nasal Sprays , Pharmaceutical Solutions/chemistry , Administration, Inhalation , Aerosols/administration & dosage , Biological Availability , Particle Size , Pharmaceutical Solutions/administration & dosage , Respiratory System Agents/administration & dosage , Respiratory System Agents/chemistry
12.
J Pharm Biomed Anal ; 67-68: 42-50, 2012.
Article in English | MEDLINE | ID: mdl-22633605

ABSTRACT

Previously, the FDA validated a method to assess the structure and composition of heparin products by separating and quantifying disaccharide level digests by reverse-phase-ion-pairing liquid chromatography (RPIP-HPLC) coupled to a low resolution and low sensitivity ion trap mass-spectrometer. Here, improved separation, information content and sensitivity were obtained through the use of reverse phase ion-pairing ultra-high pressure liquid chromatography (RPIP-UHPLC) coupled with a quadrupole time-of-flight (Q-TOF) mass spectrometer. Thus, with the new method, improved structural characterization of the same 20 lots of heparin sodium active pharmaceutical ingredients (APIs) as were analyzed in the previous work were obtained. In addition, for the first time, 10 low molecular weight heparin (LMWH) lots were characterized representing multiple lots manufactured by three different processes (dalteparin, tinzaparin or enoxaparin). In this study, UHPLC separation conditions and the enzymatic digesting protocol were optimized for analysis of disaccharide level digests of heparin and positive and negative electrospray ionization (ESI) modes were tested. The negative ion mode ESI analysis was found to be superior to the positive ion mode for these measurements, and a combination of heparin lyase II and III were optimal for heparin digestion. The data obtained establishes the normal variation in the composition of heparin sodium or LMWHs in this assay. These values are useful as possible product benchmarks and for surveillance of the heparin products being imported into the US market.


Subject(s)
Chromatography, High Pressure Liquid/methods , Heparin/analysis , Spectrometry, Mass, Electrospray Ionization/methods , Limit of Detection
13.
J Pharm Biomed Anal ; 61: 191-8, 2012 Mar 05.
Article in English | MEDLINE | ID: mdl-22206890

ABSTRACT

In this study, pharmaceutical grade sorbitol was used as a model system for comparison of Raman based library spectral correlation methods with more sophisticated methods of chemometric data analysis. Both crystallizing sorbitol (CS) and non-crystallizing sorbitol (NCS) from several manufacturers were examined. The Raman spectrum of each sample was collected and identified by correlation with a spectral library that included the CS spectrum but not the NCS spectrum. The average hit quality index (HQI) for the measured NCS spectra and the library CS spectrum was 0.966 whereas the average HQI for the measured CS spectra was 0.991. Both HQIs exceeded the 0.950 threshold that is commonly used for material verification. To enhance the discrimination between CS and NCS, a CS/NCS classification model was constructed using soft independent modeling of class analogies (SIMCA). SIMCA was able to positively identify CS and NCS solutions with no misclassifications. When CS was adulterated with low levels (0-5%) of ethylene glycol (EG) and diethylene glycol (DEG), the HQI values of the measured spectra and the CS library spectrum were still above 0.950. When the CS SIMCA model was applied to adulterated CS spectra, it determined that CS samples with adulterant levels as low as 2% were outside of the CS class. A quantitative PLS model was also applied to EG adulterated CS and resulted in a detection limit of 0.9% for EG. The results obtained from these studies highlight the importance of selecting an appropriate data analysis process for the detection of low level adulterants in pharmaceutical raw materials using Raman spectroscopic screening methods.


Subject(s)
Drug Contamination , Pharmaceutical Preparations/analysis , Pharmaceutical Preparations/classification , Small Molecule Libraries/analysis , Spectrum Analysis, Raman/methods , Chemistry, Pharmaceutical/methods , Crystallization , Sorbitol/analysis , Sorbitol/classification
14.
Anal Bioanal Chem ; 401(8): 2445-54, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21901459

ABSTRACT

We evaluated polyacrylamide gel electrophoresis (PAGE) and size exclusion chromatography coupled with multi-angle laser light scattering (SEC-MALLS) approaches to determine weight-average molecular weight (M(w)) and polydispersity (PD) of heparins. A set of unfractionated heparin sodium (UFH) and low-molecular-weight heparin (LMWH) samples obtained from nine manufacturers which supply the US market were assessed. For SEC-MALLS, we measured values for water content, refractive index increment (dn/dc), and the second virial coefficient (A(2)) for each sample prior to molecular weight assessment. For UFH, a mean ± standard deviation value for M(w) of 16,773 ± 797 was observed with a range of 15,620 to 18,363 (n = 20, run in triplicate). For LMWHs by SEC-MALLS, we measured mean M(w) values for dalteparin, tinzaparin, and enoxaparin of 6,717 ± 71 (n = 4), 6,670 ± 417 (n = 3), and 3,959 ± 145 (n = 3), respectively. PAGE analysis of the same UFH, dalteparin, tinzaparin, and enoxaparin samples showed values of 16,135 ± 643 (n = 20), 5,845 ± 45 (n = 4), 6,049 ± 95 (n = 3), and 4,772 ± 69 (n = 3), respectively. These orthogonal measurements are the first M(w) results obtained with a large heparin sample set on product being marketed after the heparin crisis of 2008 changed the level of scrutiny of this drug class. In this study, we compare our new data set to samples analyzed over 10 years earlier. In addition, we found that the PAGE analysis of heparinase digested UFH and neat LMWH samples yield characteristic patterns that provide a facile approach for identification and assessment of drug quality and uniformity.


Subject(s)
Anticoagulants/chemistry , Chromatography, Gel/methods , Electrophoresis, Polyacrylamide Gel/methods , Heparin Lyase/metabolism , Heparin, Low-Molecular-Weight/chemistry , Heparin/chemistry , Anticoagulants/metabolism , Heparin/metabolism , Heparin, Low-Molecular-Weight/metabolism , Light , Molecular Weight , Refractometry , Scattering, Radiation
15.
Analyst ; 136(20): 4232-40, 2011 Oct 21.
Article in English | MEDLINE | ID: mdl-21874199

ABSTRACT

In this paper we evaluate methods for standardization of Raman spectra that are required to improve spectral correlation computations between spectra measured on different instruments. Five commercially-available 785 nm Raman spectrometers from different vendors were included in the study. These spectrometers have diverse specifications and performance levels and range in size from laboratory-based instruments to field-deployable portable and handheld platforms. Since each Raman spectrometer has different characteristics, spectra obtained on one instrument cannot readily be compared to a library acquired on a different instrument without performing various types of spectral corrections (standardization). We outline a procedure that combines previously established Raman shift and intensity correction protocols with a resolution matching step to facilitate the comparison of a centralized master library with spectra acquired on different geographically distributed Raman spectrometers. The standardization procedure is effective in reducing the inherent instrument-to-instrument variability so that spectra from different spectrometers can be compared and reliable results obtained using library-based spectral correlation methods. The findings have important implications for the ability to transfer Raman spectral libraries between instruments.


Subject(s)
Pharmaceutical Preparations/analysis , Spectrum Analysis, Raman/methods , Acetaminophen/analysis , Acetaminophen/standards , Pharmaceutical Preparations/standards , Software , Spectrum Analysis, Raman/instrumentation , Spectrum Analysis, Raman/standards
16.
Anal Bioanal Chem ; 401(3): 939-55, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21678118

ABSTRACT

Chemometric analysis of a set of one-dimensional (1D) (1)H nuclear magnetic resonance (NMR) spectral data for heparin sodium active pharmaceutical ingredient (API) samples was employed to distinguish USP-grade heparin samples from those containing oversulfated chondroitin sulfate (OSCS) contaminant and/or unacceptable levels of dermatan sulfate (DS) impurity. Three chemometric pattern recognition approaches were implemented: classification and regression tree (CART), artificial neural network (ANN), and support vector machine (SVM). Heparin sodium samples from various manufacturers were analyzed in 2008 and 2009 by 1D (1)H NMR, strong anion-exchange high-performance liquid chromatography, and percent galactosamine in total hexosamine tests. Based on these data, the samples were divided into three groups: Heparin, DS ≤ 1.0% and OSCS = 0%; DS, DS > 1.0% and OSCS = 0%; and OSCS, OSCS > 0% with any content of DS. Three data sets corresponding to different chemical shift regions (1.95-2.20, 3.10-5.70, and 1.95-5.70 ppm) were evaluated. While all three chemometric approaches were able to effectively model the data in the 1.95-2.20 ppm region, SVM was found to substantially outperform CART and ANN for data in the 3.10-5.70 ppm region in terms of classification success rate. A 100% prediction rate was frequently achieved for discrimination between heparin and OSCS samples. The majority of classification errors between heparin and DS involved cases where the DS content was close to the 1.0% DS borderline between the two classes. When these borderline samples were removed, nearly perfect classification results were attained. Satisfactory results were achieved when the resulting models were challenged by test samples containing blends of heparin APIs spiked with non-, partially, or fully oversulfated chondroitin sulfate A, heparan sulfate, or DS at the 1.0%, 5.0%, and 10.0% (w/w) levels. This study demonstrated that the combination of 1D (1)H NMR spectroscopy with multivariate chemometric methods is a nonsubjective, statistics-based approach for heparin quality control and purity assessment that, once standardized, minimizes the need for expert analysts.


Subject(s)
Drug Contamination , Heparin/chemistry , Magnetic Resonance Spectroscopy , Anticoagulants/chemistry , Chondroitin Sulfates/analysis , Chondroitin Sulfates/chemistry , Dermatan Sulfate/analysis , Dermatan Sulfate/chemistry , Humans , Quality Control
18.
Anal Chem ; 83(11): 4061-7, 2011 Jun 01.
Article in English | MEDLINE | ID: mdl-21548558

ABSTRACT

Library-based Raman spectral correlation methods are widely used in surveillance applications in multiple areas including the pharmaceutical industry, where Raman spectroscopy is commonly used in verification screening of incoming raw materials. While these spectral correlation methods are rapid and require little or no sample preparation, their sensitivity to the presence of contaminants has not been adequately evaluated. This is particularly important when dealing with pharmaceutical excipients, which are susceptible to economically motivated adulteration by substances having similar physical/chemical/spectroscopic properties. We report a novel approach to evaluating the sensitivity of library-based Raman spectral correlation methods to contaminants in binary systems using a hit-quality index model. We examine three excipient/contaminant systems, glycerin/diethylene glycol, propylene glycol/diethylene glycol, and lactose/melamine and find that the sensitivity to contaminant for each system is 18%, 32%, and 4%, respectively. These levels are well-correlated to the minimum contaminant composition that can be detected by both verification and identification methods. Our studies indicate that the most important factor that determines the sensitivity of a spectral correlation measurement to the presence of contaminant is the relative Raman scattering cross section of the contaminant.


Subject(s)
Pharmaceutical Preparations/chemistry , Spectrum Analysis, Raman/methods , Algorithms , Drug Contamination , Ethylene Glycols/chemistry , Glycerol/chemistry , Lactose/chemistry , Propylene Glycol/chemistry , Triazines/chemistry
19.
Appl Spectrosc ; 65(3): 334-41, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21352655

ABSTRACT

The transfer of a multivariate calibration model for quantitative determination of diethylene glycol (DEG) contaminant in pharmaceutical-grade glycerin between five portable Raman spectrometers was accomplished using piecewise direct standardization (PDS). The calibration set was developed using a multi-range ternary mixture design with successively reduced impurity concentration ranges. It was found that optimal selection of calibration transfer standards using the Kennard-Stone algorithm also required application of the algorithm to multiple successively reduced impurity concentration ranges. Partial least squares (PLS) calibration models were developed using the calibration set measured independently on each of the five spectrometers. The performance of the models was evaluated based on the root mean square error of prediction (RMSEP), calculated using independent validation samples. An F-test showed that no statistical differences in the variances were observed between models developed on different instruments. Direct cross-instrument prediction without standardization was performed between a single primary instrument and each of the four secondary instruments to evaluate the robustness of the primary instrument calibration model. Significant increases in the RMSEP values for the secondary instruments were observed due to instrument variability. Application of piecewise direct standardization using the optimal calibration transfer subset resulted in the lowest values of RMSEP for the secondary instruments. Using the optimal calibration transfer subset, an optimized calibration model was developed using a subset of the original calibration set, resulting in a DEG detection limit of 0.32% across all five instruments.


Subject(s)
Ethylene Glycols/analysis , Glycerol/chemistry , Pharmaceutical Preparations/chemistry , Spectrum Analysis, Raman/methods , Spectrum Analysis, Raman/standards , Calibration , Limit of Detection , Time Factors
20.
Drug Dev Ind Pharm ; 37(10): 1217-24, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21438703

ABSTRACT

BACKGROUND: Complaints from healthcare providers that the adhesive on the Daytrana™ methylphenidate transdermal drug delivery system (TDDS) adhered to the release liner to such an extent that the release liner could not be removed prompted this study. Daytrana™ has a packaging system consisting of a moisture-permeable pouch contained within a sealed tray containing a desiccant; the tray is impermeable to ambient moisture. The objective of this project was to determine if the Daytrana™ packaging system influenced the difficulty in removing the release liner. METHOD: Both a sealed tray and an open tray containing sealed pouches were placed into an environmental chamber at 25°C and 60% relative humidity for 30 days; afterwards, release liner removal testing using a peel angle of 90° and a peel speed of 300 mm/min was performed. RESULTS: TDDS from open chamber trays required less force to remove the release liner than did TDDS from closed chamber trays. For the 10 mg/9 h TDDS and the 15 mg/9 h TDDS (the dosages examined), there were substantial differences in release liner removal force between an old lot and a new lot for closed chamber trays but not for open chamber trays. CONCLUSION: The results demonstrate that for this particular TDDS, storage conditions such as humidity influence release liner adhesion. This project also demonstrates that, to ensure adequate product quality, adhesion needs to become an important design parameter, and the design of a TDDS should consider the ability to remove the release liner under anticipated storage conditions.


Subject(s)
Administration, Cutaneous , Central Nervous System Stimulants/administration & dosage , Drug Delivery Systems/instrumentation , Drug Packaging , Methylphenidate/administration & dosage , Transdermal Patch , Adhesiveness , Drug Stability , Humans , Linear Models
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