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1.
Biomed Chromatogr ; 31(9)2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-28186342

RESUMO

Paralytic shellfish toxins (PSTs), including gonyautoxins and saxitoxins, are produced by multiple species of microalgae and dinoflagellates, and are bioaccumulated by shellfish and other animals. Human exposure to PSTs typically occurs through ingestion of recreationally harvested contaminated shellfish and results in nonspecific symptomology. Confirmation of exposure to PSTs has often relied on the measurement of saxitoxin, the most toxic congener; however, gonyautoxins (GTXs), the sulfated carbamate derivatives of saxitoxin, may be present in shellfish at higher concentrations. To improve identification of PST exposures, our group has developed an online solid phase extraction hydrophilic interaction liquid chromatography method to identify GTX1-4 in human urine with tandem mass spectrometry. The reportable range varied for each analyte, with all falling within 0.899 and 250 ng/mL in urine with precision <15% and >85% accuracy as determined for all quality control samples. This new online method quantitates GTX1-4 following exposures to PSTs, supporting the work of public health authorities.


Assuntos
Cromatografia Líquida/métodos , Saxitoxina/análogos & derivados , Extração em Fase Sólida/métodos , Espectrometria de Massas em Tandem/métodos , Ensaios de Triagem em Larga Escala/métodos , Humanos , Limite de Detecção , Modelos Lineares , Reprodutibilidade dos Testes , Saxitoxina/química , Saxitoxina/isolamento & purificação , Saxitoxina/urina
3.
Toxicon ; 119: 64-71, 2016 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-27212629

RESUMO

Tetrodotoxin (TTX) is an extremely potent paralytic toxin responsible for yearly illness and death around the world. A clinical measurement is necessary to confirm exposure because symptoms of TTX intoxication cannot be distinguished from other paralytic toxins. Our group has developed an online solid phase extraction hydrophilic interaction liquid chromatography (HILIC) method for the analysis of TTX in human urine with tandem mass spectrometry. The reportable range for the method was 2.80 - 249 ng/mL in urine with precision and accuracy within 15% as determined for all quality control samples. No isotopically-labeled internal standard is available for TTX; thus a surrogate internal standard, voglibose, was investigated to compensate for matrix effects and ionization suppression. However, upon evaluation, voglibose was ineffective for this purpose. This new online method rapidly identifies TTX, facilitating the work of public health authorities and providing support to monitoring programs worldwide.


Assuntos
Cromatografia Líquida/métodos , Ensaios de Triagem em Larga Escala , Extração em Fase Sólida/métodos , Espectrometria de Massas em Tandem/métodos , Tetrodotoxina/urina , Calibragem , Humanos , Limite de Detecção , Padrões de Referência
4.
Toxicon ; 99: 118-24, 2015 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-25817003

RESUMO

Saxitoxin (STX) and neosaxitoxin (NEO) are potent neurotoxins that cause paralytic shellfish poisoning (PSP). PSP typically occurs through the ingestion of bivalve shellfish that have consumed toxin producing dinoflagellates. Due to initial presentation of symptoms being nonspecific, a clinical measurement is needed to confirm exposure to these toxins. Our group has developed an online solid phase extraction hydrophilic interaction liquid chromatography (HILIC) method for the analysis of STX and NEO in human urine with tandem mass spectrometry. A unique feature of this online method is the incorporation of a new synthetic (15)N4-STX labeled internal standard used for quantitation. Manual sample preparation time was reduced by approximately 70% for 98 urine samples as compared to a previously reported method. The lowest reportable limit for STX was improved from 5.0 ng/mL to 1.01 ng/mL and from 10.0 ng/mL to 2.62 ng/mL for NEO. Three analysts validated the method with 20 calibration curves total over 30 days with precision and accuracy within ±15% for all QCs. This new online method rapidly identifies STX and NEO exposure with improved sensitivity, which can facilitate the work of public health authorities to confirm the cases of PSP, complementing the many shellfish monitoring programs worldwide.


Assuntos
Neurotoxinas/urina , Saxitoxina/análogos & derivados , Saxitoxina/urina , Intoxicação por Frutos do Mar/urina , Métodos Analíticos de Preparação de Amostras , Automação Laboratorial , Calibragem , Cromatografia Líquida de Alta Pressão , Humanos , Interações Hidrofóbicas e Hidrofílicas , Limite de Detecção , Neurotoxinas/química , Neurotoxinas/toxicidade , Isótopos de Nitrogênio , Reprodutibilidade dos Testes , Saxitoxina/química , Saxitoxina/toxicidade , Sensibilidade e Especificidade , Intoxicação por Frutos do Mar/diagnóstico , Intoxicação por Frutos do Mar/etiologia , Extração em Fase Sólida , Espectrometria de Massas em Tandem , Toxicocinética
5.
Anal Chem ; 84(21): 9470-7, 2012 Nov 06.
Artigo em Inglês | MEDLINE | ID: mdl-23083472

RESUMO

An automated high-throughput immunomagnetic separation (IMS) method for diagnosing exposure to the organophosphorus nerve agents (OPNAs) sarin (GB), cyclohexylsarin (GF), VX, and Russian VX (RVX) was developed to increase sample processing capacity for emergency response applications. Diagnosis of exposure to OPNAs was based on the formation of OPNA adducts to butyrylcholinesterase (BuChE). Data reported with this method represent a ratio of the agent-specific BuChE adduct concentration, relative to the total BuChE peptide concentration that provides a nonactivity measurement expressed as percent adducted. All magnetic bead transfer steps and washes were performed using instrumentation in a 96-well format allowing for simultaneous extraction of 86 clinical samples plus reference materials. Automating extractions increased sample throughput 50-fold, as compared to a previously reported manual method. The limits of detection, determined using synthetic peptides, were 1 ng/mL for unadducted BuChE and GB-, GF-, VX-, and RVX-adducted BuChE. The automated method was characterized using unexposed serum and serum pools exposed to GB, GF, VX, or RVX. Variation for the measurement of percent adducted was <12% for all characterized quality control serum pools. Twenty-six (26) serum samples from individuals asymptomatic for cholinesterase inhibitor exposure were analyzed using this method, and no background levels of OPNA exposure were observed. Unexposed BuChE serum concentrations measured using this method ranged from 2.8 µg/mL to 10.6 µg/mL, with an average concentration of 6.4 µg/mL.


Assuntos
Análise Química do Sangue/métodos , Substâncias para a Guerra Química/análise , Exposição Ambiental/análise , Compostos Organofosforados/sangue , Biomarcadores/metabolismo , Butirilcolinesterase/metabolismo , Calibragem , Substâncias para a Guerra Química/metabolismo , Cromatografia Líquida , Humanos , Imãs/química , Microesferas , Compostos Organofosforados/metabolismo , Controle de Qualidade , Espectrometria de Massas em Tandem
6.
Anal Chem ; 82(15): 6593-600, 2010 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-20617824

RESUMO

A novel method for extracting butyrylcholinesterase (BuChE) from serum as a means of identifying and measuring nerve agent adducts to human BuChE is presented here. Antibutyrylcholinesterase monoclonal antibodies were conjugated to protein-G ferromagnetic particles and mixed with 500 microL serum samples. The particle-antibody-BuChE product was rinsed and directly digested with pepsin. Native and isotopically enriched nonapeptides corresponding to the pepsin digest products for uninhibited BuChE, and sarin, cyclohexylsarin, VX, and Russian VX nerve agent-inhibited BuChE were synthesized for use as calibrators and internal standards, respectively. Internal standards were added to the filtered digest sample, and the samples were quantified via high performance liquid chromatography-isotope dilution-tandem mass spectrometry. The ratio of adducted to total BuChE nonapeptides was calculated for each nerve agent-exposed serum sample using data collected in a single chromatogram. Nerve agent-inhibited quality control serum pools were characterized as part of method validation; the method was observed to have extremely low background noise. The measurement of both uninhibited and inhibited BuChE peptides compensated for any variations in the pepsin digestion before the internal standard peptide was added to the sample and may prove useful in individualizing patient results following a nerve agent exposure.


Assuntos
Butirilcolinesterase/sangue , Substâncias para a Guerra Química/análise , Separação Imunomagnética/métodos , Anticorpos Monoclonais/química , Anticorpos Monoclonais/imunologia , Butirilcolinesterase/isolamento & purificação , Butirilcolinesterase/metabolismo , Cromatografia Líquida de Alta Pressão , Humanos , Compostos Organotiofosforados/química , Pepsina A/metabolismo , Peptídeos/química , Sarina/química , Espectrometria de Massas em Tandem
7.
J Anal Toxicol ; 33(2): 77-84, 2009 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-19239732

RESUMO

Abrin is a toxic protein found in the jequirity seed. L-Abrine (N-methyl-tryptophan) is also found in the jequirity seed and can be used as a biomarker for abrin exposure. Analysis of L-abrine was added to an existing method for quantifying ricinine as a marker for ricin exposure in human urine and analytically validated. Accuracy and reproducibility were enhanced by including a newly synthesized (13)C(1)(2)H(3)-L-abrine internal standard. One-milliliter urine samples were processed using solid-phase extraction prior to a 6-min high-performance liquid chromatography separation. Protonated molecular ions were formed via electrospray ionization in a triple-quadrupole mass spectrometer and quantified via multiple reaction monitoring. Method validation included the characterization of two enriched urine pools, which were used as quality control materials. Endogenous levels of L-abrine were quantified in a reference range of 113 random urine samples at 0.72 +/- 0.51 ng/mL. Urinary concentrations of L-abrine were monitored in an intentional rat exposure study for up to 48 h. Comparing the results from the human reference range and the animal exposure study indicates that this method is suitable for quantifying L-abrine within 24 h post-exposure. Quantification of L-abrine beyond 24 h is limited by rapid excretion of the biomarker and the level of the L-abrine dose.


Assuntos
Abrina/urina , Alcaloides Indólicos/urina , Abrus/química , Abrus/envenenamento , Animais , Biomarcadores/urina , Calibragem , Cromatografia Líquida de Alta Pressão , Humanos , Masculino , Estrutura Molecular , Intoxicação/urina , Ratos , Ratos Wistar , Padrões de Referência , Reprodutibilidade dos Testes , Sementes/química , Sementes/envenenamento , Extração em Fase Sólida , Estereoisomerismo
8.
J Anal Toxicol ; 32(1): 10-6, 2008.
Artigo em Inglês | MEDLINE | ID: mdl-18269787

RESUMO

In July 2004, two individuals developed blisters after the destruction of a WWI-era munition. To determine the causative agent, urine samples were collected from both the highly blistered patient (patient 1; 6.5% of total body surface area) and patient 2, who had only one small blister. Their urine was analyzed for metabolites of known vesicants including sulfur mustard (HD), Lewisite (L1), and nitrogen mustards. The urine samples only tested positive for metabolites of HD. Additional metabolites were measured to confirm the exposure of sulfur mustard agent HD, including thiodiglycol (TDG), TDG-sulfoxide, and the bis-mercapturate of mustard sulfone. On day 2 after the exposure, patient 1 had a beta-lyase metabolite level of 41 ng/mL, and patient 2 had a level of 2.6 ng/mL. Detectable levels of the beta-lyase metabolite were observed in patient 1 for 11 days and in patient 2 for 7 days. Levels of TDG and both TDG and its sulfoxide measured together in the urine of patient 1 were found to be 24 ng/mL and 50 ng/mL, respectively, on day 2. The bis-mercapturate of mustard sulfone was detected in patient 1 (3.1 ng/mL) on day 2 but was not detected in samples taken on subsequent days.


Assuntos
Monitoramento Ambiental/métodos , Gás de Mostarda/análise , Biomarcadores/urina , Cromatografia Líquida , Exposição Ambiental/análise , Cromatografia Gasosa-Espectrometria de Massas , Humanos , Liases/metabolismo , Gás de Mostarda/metabolismo , Compostos de Sulfidrila/urina , Sulfóxidos/urina , Espectrometria de Massas em Tandem
9.
J Anal Toxicol ; 32(1): 44-50, 2008.
Artigo em Inglês | MEDLINE | ID: mdl-18269792

RESUMO

Sesqui- and oxy-mustards pose a significant threat to military forces and civilians because they are potent vesicants. We have developed an isotope-dilution high-performance liquid chromatography-atmospheric pressure chemical ionization-tandem mass spectrometry method utilizing negative ion multiple reaction monitoring for the analysis of sesqui-mustard metabolites bis(2-hydroxyethylthio)alkanes (n = 1-5) and oxy-mustard metabolite bis(2-hydroxyethylthioethyl)ether in human urine. Relative standard deviations were < 10% and the reportable limits of detection were 1 ng/mL in 0.5 mL of urine. We applied this method to 100 samples collected from individuals with no known exposure to sesqui- or oxy-mustards, and no urines showed detectable levels of any of the analytes, suggesting that these metabolites may be used for monitoring exposure to sesqui- and oxy-mustards.


Assuntos
Monitoramento Ambiental/métodos , Gás de Mostarda/análise , Espectrometria de Massas em Tandem/métodos , Biomarcadores/urina , Cromatografia Líquida/métodos , Exposição Ambiental/análise , Humanos , Hidróxidos/química , Silicatos de Magnésio/química , Estrutura Molecular , Gás de Mostarda/análogos & derivados , Gás de Mostarda/metabolismo , Compostos de Potássio/química , Reprodutibilidade dos Testes , Extração em Fase Sólida , Titânio/química
10.
J Am Soc Mass Spectrom ; 18(8): 1364-74, 2007 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-17533136

RESUMO

Bis(2-hydroxyethylthio)alkanes and bis(2-hydroxyethylthioalkyl)ethers are important biological and environmental degradation products of sulfur mustard analogs known as sesqui- and oxy-mustards. We used atmospheric pressure chemical ionization mass spectrometry (APCI MS) to acquire characteristic spectra of these compounds in positive and negative ionization modes. Positive APCI mass spectra exhibited [M + H](+); negative APCI MS generated [M + O(2)](-), [M - H](-), and [M - 3H](-); and both positive and negative APCI mass spectra contained fragment ions due to in-source collision-induced dissociation. Product ion scans confirmed the origin of fragment ions observed in single-stage MS. Although the spectra of these compounds were very similar, positive and negative APCI mass spectra of the oxy-mustard hydrolysis product, bis(2-hydroxyethylthiomethyl)ether, differed from the spectra of the other compounds in a manner that suggested a rearrangement to the sesqui-mustard hydrolysis product, bis(2-hydroxyethylthio)methane. We evaluated the [M + O(2)](-) adduct ion for quantification via liquid chromatography-MS/MS in the multiple-reaction monitoring (MRM) mode by constructing calibration curves from three precursor/product ion transitions for all the analytes. Analytical figures of merit generated from the calibration curves indicated the stability and suitability of these transitions for quantification at concentrations in the low ng/mL range. Thus, we are the first to propose a quantitative method predicated on the measurement of product ions generated from the superoxide adduct anion of the sesqui-and oxy-mustard hydrolysis products.


Assuntos
Substâncias para a Guerra Química/química , Gás de Mostarda/análogos & derivados , Gás de Mostarda/química , Espectrometria de Massas por Ionização por Electrospray/métodos , Alcanos/química , Éteres/química , Estrutura Molecular
11.
J Anal Toxicol ; 29(3): 149-55, 2005 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-15842756

RESUMO

Ricin is a toxalbumin derived from the castor bean plant, Ricinus communis. Ricinine is an alkaloid (3-cyano-4-methoxy-N-methyl-2-pyridone) that shares a common plant source with ricin, and its presence in urine infers ricin exposure. A new quantification method for ricinine was developed that uses solid-phase extraction to prepare 1-mL urine samples (81% recovery) for a 5-min, isocratic high-performance liquid chromatography method, followed by electrospray ionization tandem mass spectrometry. Protonated molecular ions were selected in the multiple reaction monitoring mode and quantified by isotope dilution with (13)C(6)-labelled ricinine as the internal reference. Urine pools enriched with ricinine at two concentrations were characterized as quality control materials and then used to validate the method. The method limit of quantification was 0.083 ng/mL, even with a confirmation ion of low relative abundance. Ricinine was stable in human urine when heated at 90 degrees C for 1 h, and during storage at 25 degrees C and 5 degrees C for 3 weeks. The method was applied to an animal exposure study, a crude ricin preparation scheme, and a forensic analysis. These studies show that ricinine can be measured in rat urine at least 48 h after exposure. Ricinine is present in crude preparations of ricin, and it can be found in human urine after a lethal exposure to ricin.


Assuntos
Alcaloides/urina , Piridonas/urina , Ricina/envenenamento , Alcaloides/administração & dosagem , Alcaloides/isolamento & purificação , Animais , Biomarcadores/urina , Isótopos de Carbono , Cromatografia Líquida de Alta Pressão , Humanos , Masculino , Intoxicação/diagnóstico , Piridonas/administração & dosagem , Piridonas/isolamento & purificação , Ratos , Ratos Wistar , Padrões de Referência , Espectrometria de Massas por Ionização por Electrospray
12.
J Anal Toxicol ; 28(5): 320-6, 2004.
Artigo em Inglês | MEDLINE | ID: mdl-15239850

RESUMO

The nitrogen mustards bis(2-chloroethyl)ethylamine (HN1), bis(2-chloroethyl)methylamine (HN2), and tris(2-chloroethyl)amine (HN3) have the potential to be used as chemical terrorism agents because of their extreme vesicant properties. We modified a previously reported method to incorporate automated solid-phase extraction, improve chromatography, and include the urinary metabolite for HN3. The improved method was used to measure levels of the urinary metabolites N-ethyldiethanolamine (EDEA), N-methyldiethanolamine (MDEA), and triethanolamine (TEA) in rats dosed with HN1, HN2, and HN3, respectively, and to establish background levels of EDEA, MDEA, and TEA in human urine samples from a population with no known exposure to nitrogen mustards. Rat dosing experiments confirmed that EDEA, MDEA, and TEA could be detected in urine for at least 48 h after exposure to HN1, HN2, and HN3, respectively. Substantial amounts of EDEA (89 ng/mL), MDEA (170 ng/mL), and TEA (1105 ng/mL) were measured in the urine of rats exposed to 10 mg HN1, HN2, and HN3, respectively, 48 h after exposure. The background concentrations for TEA in the human population ranged from below the limit of detection (LOD 3 ng/mL) to approximately 6500 ng/mL. Neither EDEA (LOD 0.4 ng/mL) nor MDEA (LOD 0.8 ng/mL) was detected above the LOD in the human samples.


Assuntos
Substâncias para a Guerra Química/farmacocinética , Exposição Ambiental , Mecloretamina/farmacocinética , Administração Cutânea , Animais , Biomarcadores/urina , Substâncias para a Guerra Química/análise , Substâncias para a Guerra Química/envenenamento , Cromatografia Líquida de Alta Pressão , Exposição Ambiental/análise , Humanos , Masculino , Mecloretamina/análise , Mecloretamina/envenenamento , Ratos , Ratos Wistar , Valores de Referência , Espectrometria de Massas por Ionização por Electrospray , Urinálise
13.
Salud Publica Mex ; 46(1): 32-8, 2004.
Artigo em Inglês | MEDLINE | ID: mdl-15053394

RESUMO

OBJECTIVE: To assess the extent of exposure for Volatile Organic Compounds (VOCs) among nonoccupationally exposed commuters in Mexico City. MATERIAL AND METHODS: Blood concentrations of benzene, toluene, ethylbenzene, m-/p-xylene, o-xylene and methyl tert-butyl ether were determined on samples collected from participants after the morning commute. RESULTS: Median blood concentrations of benzene (0.11 microg/l), ethylbenzene (0.081 microg/l), m-/p-xylene (0.32 microg/l) and toluene (0.56 microg/l) in the Mexico City participants were all approximately two times higher than in a nonsmoking subset of the Third National Health and Nutrition Examination Survey population of the United States. On the other hand, median VOC blood levels were similar to medians observed in other studies involving commuters in specific U.S. cities, despite the fact that only half the Mexico City study participants commuted by personal vehicles compared with all U.S. commuters. CONCLUSIONS: These results reflect the extent of the air pollution problem in Mexico City. The surrounding topography exacerbates the problems caused by heavy vehicular traffic, poor emission-control devices on older vehicles, and poor maintenance practices. Elevated levels of gasoline components in the blood of nonoccupationally exposed commuters emphasize the need for regulatory initiatives and mass-transit options to reduce hydrocarbon emissions and thus reduce the risk for nonoccupational exposure for the residents of Mexico City.


Assuntos
Poluentes Atmosféricos/sangue , Exposição por Inalação , Meios de Transporte , Adulto , Benzeno/análise , Derivados de Benzeno/sangue , Feminino , Humanos , Masculino , Éteres Metílicos/sangue , México , Pessoa de Meia-Idade , Tolueno/sangue , População Urbana , Xilenos/sangue
14.
Salud pública Méx ; 46(1): 32-38, ene.-feb. 2004. tab
Artigo em Inglês | LILACS | ID: lil-361840

RESUMO

OBJETIVO: Evaluar la exposición a compuestos orgánicos volátiles en usuarios de transporte no expuestos ocupacionalmente en la Ciudad de México. MATERIAL Y MÉTODOS: Se determinaron las concentraciones sanguíneas de benceno, tolueno, etilbenceno, m/p-xileno, o-xileno y metil-terbutil éter en muestras obtenidas de participantes después del traslado matutino. RESULTADOS: Las concentraciones promedio de benceno en sangre (0.11µg/l), etilbenceno (0.081µg/l), m-/p-xileno (0.32µg/l) y tolueno (0.56µg/l) en los participantes de la Ciudad de México son aproximadamente dos veces más elevadas que en la submuestra de no fumadores de la Tercera Encuesta de Nutrición y Salud (Third National Health and Nutrition Examination Survey) en la población de Estados Unidos de América. Por otro lado, la mediana de los niveles de Compuestos Orgánicos Volátiles fueron similares a las medianas observadas en otros estudios de viajeros en ciudades de los Estados Unidos de América, no obstante el hecho de que sólo la mitad de los participantes de la Ciudad de México viajan en vehículos de uso personal, en comparación con los viajeros de los Estados Unidos de América. CONCLUSIONES: Estos resultados reflejan el problema de la contaminación ambiental en la Ciudad de México, donde la topografía que la rodea incrementa los problemas causados por el tráfico vehicular intenso, el bajo control de emisiones en los vehículos viejos y las pobres prácticas de mantenimiento. Los niveles altos de componentes de gasolina en la sangre de los viajeros no expuestos ocupacionalmente enfatizan la necesidad de iniciativas regulatorias y alternativas para disminuir el tráfico que reduzcan las emisiones de hidrocarburos y, en consecuencia, el riesgo de exposición no ocupacional para los residentes de la Ciudad de México.


Assuntos
Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Poluentes Atmosféricos/sangue , Exposição por Inalação , Meios de Transporte , Derivados de Benzeno/sangue , Benzeno/análise , Éteres Metílicos/sangue , México , Tolueno/sangue , População Urbana , Xilenos/sangue
15.
J Anal Toxicol ; 27(1): 1-6, 2003.
Artigo em Inglês | MEDLINE | ID: mdl-12587675

RESUMO

Nitrogen mustards are a public health concern because of their extreme vesicant properties and the possible exposure of workers during the destruction of chemical stockpiles. A sensitive, rapid, accurate, and precise analysis for the quantitation of ultratrace levels of N-ethyldiethanolamine (EDEA) and N-methyldiethanolamine (MDEA) in human urine as a means of assessing recent exposure to the nitrogen mustards bis(2-chloroethyl)ethylamine and bis(2-chloroethyl)methylamine, respectively, was developed. The method was based on solid-phase extraction, followed by analysis of the urine extract using isotope-dilution high-performance liquid chromatography-mass spectrometry with TurbolonSpray ionization and multiple-reaction monitoring. The method limits of detection were 0.41 ng/mL for EDEA and 0.96 ng/mL for MDEA in 1 mL of urine with coefficients of variation < 10% for both compounds.


Assuntos
Substâncias para a Guerra Química/metabolismo , Cromatografia Líquida de Alta Pressão/métodos , Mecloretamina/urina , Compostos de Mostarda Nitrogenada/urina , Espectrometria de Massas por Ionização por Electrospray/métodos , Substâncias para a Guerra Química/análise , Humanos , Hidrólise , Mecloretamina/análise , Compostos de Mostarda Nitrogenada/análise , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
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